🏆 Deep Reinforcement Learning Course Leaderboard 🏆

This leaderboard displays trained agents from the Deep Reinforcement Learning Course.

Models are ranked using mean_reward - std_reward.

If you can't find your model, please wait for the next update (every 2 hours).

LunarLander-v2 🚀

Your user ID

Ranking	User	Model	Results	Mean Reward	Std Reward
10000	pig-that-will-pierce-the-heavens	dogpizza/Deep-Reinforcement-Learning_Unit-8-1_PPO-LunarLander-v2	-0.0600000000000022	-89508.36	17.258640080301436

Ranking	User	Model	Results	Mean Reward	Std Reward
1	VarmaHF	VarmaHF/ppo-LunarLander-v2	361.31	370.25	8.94
2	satcos	satcos/ppo-LunarLander-v2	348.97	369.4	20.43

Ranking	User	Model	Results	Mean Reward	Std Reward
1	hui168	hui168/ppo-CartPole-v1	200000	200000	0
2	micdestefano	micdestefano/Reinforce-Cartpole-v1	150000	150000	0
3	RazPines	RazPines/Reinforce-Cartpole-v1	86271	406707.5	320436.5

Ranking	User	Model	Results	Mean Reward	Std Reward
1	xboy-352	xboy-352/frozen-lake-v1	1000	1000	0
2	mikolaj-mialkowski	mikolaj-mialkowski/q-FrozenLake-v1-4x4-noSlippery	211.83	500.5	288.67
3	AllIllusion	AllIllusion/q-FrozenLake-v1-4x4-no_slippery	1.12	1.12	0

Ranking	User	Model	Results	Mean Reward	Std Reward
1	zipbomb	zipbomb/q-FrozenLake-v1-8x8-noSlippery	1	1	0
2	yaqisun	yaqisun/my-rl-model3	1	1	0
3	yaqisun	yaqisun/my-rl-model2	1	1	0
4	yaqisun	yaqisun/my-deterministic-model	1	1	0
5	yann-j	yann-j/q-FrozenLake-v1-8x8-noSlippery	1	1	0
6	ws11yrin	ws11yrin/q-FrozenLake-v1-8x8-noSlippery	1	1	0
7	vespasianvindex	vespasianvindex/q-FrozenLake-v1-8x8-noSlippery	1	1	0
8	utsavnandi	utsavnandi/q-FrozenLake-v1-8x8-noSlippery	1	1	0
9	ucaokylong	ucaokylong/q-FrozenLake-v1-16x16-noSlippery	1	1	0
10	tonio0192	tonio0192/q-FrozenLake-v1-8x8-noSlippery	1	1	0
11	titantomorrow	titantomorrow/q-FrozenLake-v1-8x8-non-slippery	1	1	0
12	thebrownfrog	thebrownfrog/q-FrozenLake-v1-8x8-noSlippery	1	1	0
13	tfpgh	tfpgh/q-FrozenLake-v1-4x4-noSlippery	1	1	0
14	sumitk	sumitk/q-FrozenLake-v1-8x8-noSlippery	1	1	0
15	sofiaoliveira	sofiaoliveira/q-FrozenLake-v1-8x8-noSlippery	1	1	0
16	silver18723	silver18723/q-FrozenLake-v1-8x8-noSlippery	1	1	0
17	shalomhsu	shalomhsu/q-FrozenLake-v1-8x8-noSlippery	1	1	0
18	sdpetrides	sdpetrides/q-FrozenLake-v1-8x8-noSlippery	1	1	0
19	rwheel	rwheel/q-FrozenLake-v1-8x8-no_slippery	1	1	0
20	rwheel	rwheel/q-FrozenLake-v1-8x8-noSlippery	1	1	0
21	recepdemrci	recepdemrci/q-FrozenLake-v1-8x8-noSlippery	1	1	0
22	rapwarrzz	rapwarrzz/q-FrozenLake-v1-8x8-noSlippery	1	1	0
23	pkalkman	pkalkman/FrozenLake-v1-8x8-no_slippery	1	1	0
24	parinzee	parinzee/q-FrozenLake-v1-4x4-noSlippery	1	1	0
25	pableitorr	pableitorr/q-FrozenLake-v1-8x8-noSlippery	1	1	0
26	osman93	osman93/q-FrozenLake-v1-8x8-noSlippery	1	1	0
27	olianate	olianate/q-FrozenLake-v1-8x8-noSlippery	1	1	0
28	olianate	olianate/q-FrozenLake-v1-4x4-noSlippery	1	1	0
29	nsecord	nsecord/q-FrozenLake-v1-8x8-noSlippery	1	1	0
30	nidek	nidek/q-FrozenLake-v1-8x8-noSlippery	1	1	0
31	neromule	neromule/q-FrozenLake-v1-4x4-noSlippery	1	1	0
32	mo-shadfar	mo-shadfar/q-FrozenLake-v1-8x8-noSlippery	1	1	0
33	mirodil	mirodil/q-FrozenLake-v1-8x8-noSlippery	1	1	0
34	meraccos	meraccos/q-FrozenLake-v1-8x8-noSlippery	1	1	0
35	maximerosano	maximerosano/q-FrozenLake-v1-8x8-noSlippery	1	1	0
36	markeidsaune	markeidsaune/q-FrozenLake-v1-8x8-noSlippery	1	1	0
37	marimurta	marimurta/q-FrozenLake-v1-8x8-noSlippery	1	1	0
38	marcoBleike	marcoBleike/q-FrozenLake-v1-8x8-noSlippery	1	1	0
39	malerbe	malerbe/q-FrozenLake-v1-4x4-noSlippery	1	1	0
40	lucasbertola	lucasbertola/q-FrozenLake-v1-8x8-noSlipper	1	1	0
41	lexxoff	lexxoff/q-FrozenLake-v1-8x8-noSlippery	1	1	0
42	lexxoff	lexxoff/q-FrozenLake-v1-4x4-noSlippery	1	1	0
43	ldaquan1996	ldaquan1996/q-FrozenLake-v1-8x8-noSlippery	1	1	0
44	lc2025	lc2025/FrozenLake-v1-8x8-noSlippery	1	1	0
45	laviavigdor	laviavigdor/q-FrozenLake-v1-4x4-noSlippery	1	1	0
46	kraken2404	kraken2404/q-FrozenLake-v1-8x8-noSlippery_v1	1	1	0
47	kelaine	kelaine/q-FrozenLake-v1-8x8-noSlippery	1	1	0
48	kavi12	kavi12/q-FrozenLake-v1-8x8-noSlippery	1	1	0
49	jonathansculley	jonathansculley/q-FrozenLake-v1-8x8-noSlippery	1	1	0
50	jelena06	jelena06/q-FrozenLake-v1-8x8-noSlippery	1	1	0
51	jcastanyo	jcastanyo/q-FrozenLake-v1-8x8-noSlippery	1	1	0
52	igpaub	igpaub/q-FrozenLake-v1-8x8-noSlippery	1	1	0
53	ianspektor	ianspektor/q-FrozenLake-v1-8x8-noSlippery	1	1	0
54	hiranhsw	hiranhsw/q-FrozenLake-v1-8x8-noSlippery	1	1	0
55	harshil128	harshil128/q-FrozenLake-v1-8x8-noSlippery	1	1	0
56	hankokk	hankokk/q-FrozenLake-v1-8x8-noSlippery	1	1	0
57	fabiochiu	fabiochiu/q-FrozenLake-v1-8x8-no-slippery	1	1	0
58	ekwilibrator	ekwilibrator/q-FrozenLake-v1-8x8-noSlippery	1	1	0
59	eduyio	eduyio/q-FrozenLake-v1-8x8-noSlippery	1	1	0
60	e7mac	e7mac/q-FrozenLake-v1-8x8-noSlippery	1	1	0
61	dyu200206	dyu200206/q-FrozenLake-v1-8x8-noSlippery	1	1	0
62	dyu200206	dyu200206/q-FrozenLake-v1-8x8-NonSlippery	1	1	0
63	dyingc	dyingc/q-FrozenLake-v1-8x8-noSlippery	1	1	0
64	dmenini	dmenini/q-FrozenLake-v1-8x8-noSlippery	1	1	0
65	dbaibak	dbaibak/q-FrozenLake-v1-8x8-noSlippery	1	1	0
66	daripaez	daripaez/q-FrozenLake-v1-8x8-noSlippery	1	1	0
67	culteejen	culteejen/q-FrozenLake-v1-8x8-noSlippery	1	1	0
68	coyotespike	coyotespike/q-FrozenLake-v1-8x8-noSlippery	1	1	0
69	caragones	caragones/q-FrozenLake-v1-8x8-noSlippery	1	1	0
70	butchland	butchland/q-FrozenLake-v1-8x8-nonslippery-work1	1	1	0
71	bloosmore	bloosmore/q-FrozenLake-v1-8x8-noSlippery	1	1	0
72	arkadip-maitra	arkadip-maitra/q-FrozenLake-v1-8x8-noSlippery	1	1	0
73	amrahmed	amrahmed/q-FrozenLake-v1-8x8-non-slippery	1	1	0
74	amazingT	amazingT/q-FrozenLake-v1-8x8-noSlippery	1	1	0
75	amarmol	amarmol/q-FrozenLake-v1-8x8-noSlippery	1	1	0
76	akrisn	akrisn/q-FrozenLake-v1-8x8-noSlippery	1	1	0
77	aboros98	aboros98/q-FrozenLake-v1-8x8-noSlippery	1	1	0
78	YCHuang2112	YCHuang2112/q-FrozenLake-v1-8x8-noSlippery	1	1	0
79	XGBooster	XGBooster/q-FrozenLake-v1-8x8-noSlippery	1	1	0
80	Vadim21221	Vadim21221/q-FrozenLake-v1-4x4-noSlippery	1	1	0
81	TonyCh0pper	TonyCh0pper/q-FrozenLake-v1-4x4-noSlippery	1	1	0
82	TalesLF	TalesLF/q-FrozenLake-v1-8x8-noSlippery	1	1	0
83	Skvayzer	Skvayzer/q-FrozenLake-v1-8x8-nonSlippery	1	1	0
84	Sirianth	Sirianth/q-FrozenLake-v1-8x8-noSlippery	1	1	0
85	SimingSiming	SimingSiming/q-FrozenLake-v1-8x8-non_slippery	1	1	0
86	Segamboam	Segamboam/q-FrozenLake-v1-8x8-noSlippery	1	1	0
87	SarthakM320	SarthakM320/q-FrozenLake-v1-8x8-noSlippery	1	1	0
88	S3S3	S3S3/q-FrozenLake-v1-8x8-noSlippery	1	1	0
89	RT737	RT737/q-FrozenLake-v1-8x8-NoSlippery	1	1	0
90	OneNinetySeven	OneNinetySeven/q-FrozenLake-v1-8x8-noSlippery	1	1	0
91	NeutralBlaster	NeutralBlaster/q-FrozenLake-v1-8x8-no_slippery	1	1	0
92	Musha-the-Yusha	Musha-the-Yusha/q-FrozenLake-v1-8x8-noSlippery	1	1	0
93	MoeOver	MoeOver/q-FrozenLake-v1-8x8-noSlippery	1	1	0
94	MattStammers	MattStammers/q-FrozenLake-v1-8x8-noSlippery	1	1	0
95	MarcusAGray	MarcusAGray/q-FrozenLake-v1-8x8-noSlippery	1	1	0
96	Luisfrdz	Luisfrdz/q-FrozenLake-v1-8x8-noSlippery-2	1	1	0
97	LookParOf	LookParOf/q-FrozenLake-v1-8x8-non_Slippery	1	1	0
98	IrinaArcadievna	IrinaArcadievna/q-FrozenLake-v1-8x8-noSlippery	1	1	0
99	HuangXinBa	HuangXinBa/q-FrozenLake-v1-8x8-noSlippery	1	1	0
100	GerardCB	GerardCB/q-FrozenLake-v1-8x8-noSlippery	1	1	0
101	GKPro	GKPro/q-FrozenLake-v1-8x8-noSlippery	1	1	0
102	Fremonta	Fremonta/q-FrozenLake-v1-8x8-no_Slippery	1	1	0
103	FredericProtat	FredericProtat/q-FrozenLake-v1-8x8-noSlippery	1	1	0
104	FadySamy	FadySamy/q-FrozenLake-v1-8x8-noSlippery	1	1	0
105	Drazic	Drazic/q-FrozenLake-v1-8x8-noSlippery	1	1	0
106	DiegoD616	DiegoD616/q-FrozenLake-v1-8x8-noSlippery	1	1	0
107	DarkRodry	DarkRodry/q-FrozenLake-v1-8x8-noSlippery	1	1	0
108	Chris1	Chris1/q-FrozenLake-v1-8x8-no_slippery	1	1	0
109	Chris1	Chris1/q-FrozenLake-v1-8x8-noSlippery	1	1	0
110	Asheron	Asheron/q-FrozenLake-v1-8x8-noSlippery	1	1	0
111	AmirMesbah	AmirMesbah/q-FrozenLake-v1-8x8-noSlippery	1	1	0
112	Allrandom	Allrandom/q-FrozenLake-v1-8x8_noSlippery	1	1	0
113	AllIllusion	AllIllusion/q-FrozenLake-v1-8x8-no_slippery	1	1	0
114	0xid	0xid/q-FrozenLake-v1-8x8-noSlippery	1	1	0
115	gnothis	gnothis/q-FrozenLake-v1-8x8-noSlippery	0.87	0.87	0
116	unfinity	unfinity/Reinforce-FrozenLake-v1	0.76	0.96	0.2
117	yarafa	yarafa/q-FrozenLake-v1-8x8-noSlippery	0	0	0
118	hendoo	hendoo/q-FrozenLake-v1-8x8-noSlippery	0	0	0
119	dicquiloan	dicquiloan/q-FrozenLake-v1-8x8-noSlippery	0	0	0
120	bothrajat	bothrajat/q-FrozenLake-v1-8x8-noSlippery	0	0	0
121	Kenemo	Kenemo/q-learning-frozenlake-v1-no-slippery-8x8	0	0	0

Ranking	User	Model	Results	Mean Reward	Std Reward
1	asuzuki	asuzuki/q-FrozenLake-v1-4x4-noSlippery	1	1	0
2	00K4M1	00K4M1/Q-Learning-FrozenLake-v1-4x4-no_slippery	1	1	0
3	anasselhoud	anasselhoud/sarsa-FrozenLake-SlipON-v2	0.83	0.95	0.12
4	linker81	linker81/q-learning-FrozenLake-v1-4x4-slippery-params-v3	0.6000000000000001	0.9	0.3
5	kinkpunk	kinkpunk/q-FrozenLake-v1-custom-map-Slippery-edition	0.5800000000000001	0.89	0.31
6	linker81	linker81/q-learning-FrozenLake-v1-4x4-slippery	0.49	0.85	0.36
7	anasselhoud	anasselhoud/sarsa-FrozenLake-SlipON-v3	0.47	0.84	0.37
8	DBusAI	DBusAI/q-FrozenLake-v1-4x4-slippery-v1	0.4599999999999999	0.83	0.37
9	jonathansculley	jonathansculley/q-FrozenLake-v1-4x4	0.4499999999999999	0.83	0.38
10	vovikdrg	vovikdrg/q-FrozenLake-v1-4x4-noSlippery	0.4399999999999999	0.82	0.38
11	anasselhoud	anasselhoud/sarsa-FrozenLake-SlipON-v1	0.4399999999999999	0.82	0.38
12	AllIllusion	AllIllusion/q-FrozenLake-v1-4x4	0.4399999999999999	0.82	0.38
13	gballoccu	gballoccu/q-FrozenLake-v1-4x4-Slippery	0.42	0.81	0.39
14	Wangtwohappy	Wangtwohappy/q-FrozenLake-v1-4x4-noSlippery	0.42	0.81	0.39
15	DBusAI	DBusAI/q-FrozenLake-v1-4x4-slippery-v3	0.42	0.81	0.39
16	CocosNucifera	CocosNucifera/q-FrozenLake-v1-4x4-Slippery	0.42	0.81	0.39
17	Aykill02	Aykill02/q-FrozenLake-v1-4x4-Slippery	0.42	0.81	0.39
18	Asheron	Asheron/q-FrozenLake-v1-4x4-Slippery	0.42	0.81	0.39
19	rmn0ff	rmn0ff/q-FrozenLake-v1-4x4-slippery	0.4	0.8	0.4
20	dbaibak	dbaibak/q-FrozenLake-v1-4x4	0.4	0.8	0.4
21	cfchgf	cfchgf/q-FrozenLake-v1-4x4-Slippery	0.4	0.8	0.4
22	albertzuo	albertzuo/q-FrozenLake-v1-4x4-slipperyv2	0.4	0.8	0.4
23	Vish16	Vish16/q-FrozenLake-v1-4x4	0.4	0.8	0.4
24	SaraAUB	SaraAUB/q-FrozenLake-v1-4x4-noSlippery	0.4	0.8	0.4
25	Jasmaur	Jasmaur/FrozenLake-v1	0.4	0.8	0.4
26	JJRohan	JJRohan/q-FrozenLake-v1-4x4-noSlippery	0.4	0.8	0.4
27	DarkRodry	DarkRodry/q-FrozenLake-v1-4x4	0.4	0.8	0.4
28	jelena06	jelena06/q-FrozenLake-v1-4x4-Slippery	0.38	0.79	0.41
29	iiShreya	iiShreya/frozenLake_4x4_nonSlippery	0.38	0.79	0.41
30	atsanda	atsanda/q-FrozenLake-v1-8x8-slippery	0.38	0.79	0.41
31	IvanTi	IvanTi/q-FrozenLake-v1-4x4-Slippery_param3	0.38	0.79	0.41
32	IvanTi	IvanTi/q-FrozenLake-v1-4x4-Slippery_param2	0.38	0.79	0.41

🏆 Deep Reinforcement Learning Course Leaderboard 🏆

LunarLander-v2 🚀

CartPole-v1

FrozenLake-v1-4x4-no_slippery ❄️

FrozenLake-v1-8x8-no_slippery ❄️

FrozenLake-v1-4x4 ❄️

FrozenLake-v1-8x8 ❄️

Taxi-v3 🚖

CarRacing-v0 🏎️

CarRacing-v2 🏎️

MountainCar-v0 ⛰️

SpaceInvadersNoFrameskip-v4 👾

PongNoFrameskip-v4 🎾

BreakoutNoFrameskip-v4 🧱

QbertNoFrameskip-v4 🐦

BipedalWalker-v3

Walker2DBulletEnv-v0

AntBulletEnv-v0

HalfCheetahBulletEnv-v0

PandaReachDense-v2

PandaReachDense-v3

Pixelcopter-PLE-v0

Ranking	User	Model	Results	Mean Reward	Std Reward
1	jonathansculley	jonathansculley/q-FrozenLake-v1-8x8	1	1	0
2	dechantoine	dechantoine/q-FrozenLake-v1-8x8-Slippery-decaying-lr	0.7999999999999999	0.97	0.17
3	agcagc	agcagc/q-FrozenLake-v1-8x8	0.71	0.94	0.23
4	DBusAI	DBusAI/q-FrozenLake-v1-8x8-slippery-v3	0.68	0.93	0.25
5	dechantoine	dechantoine/q-FrozenLake-v1-8x8-Slippery	0.6000000000000001	0.9	0.3
6	unfinity	unfinity/q-FrozenLake-v1-8x8-200	0.53	0.87	0.34
7	0xid	0xid/q-FrozenLake-v1-8x8-Slippery	0.33	0.76	0.43
8	Asheron	Asheron/q-FrozenLake-v1-8x8-Slippery	0.32	0.75	0.43
9	RT737	RT737/q-FrozenLake-v1-8x8-Slippery	0.2599999999999999	0.71	0.45
10	AllIllusion	AllIllusion/q-FrozenLake-v1-8x8	0.2299999999999999	0.69	0.46
11	unfinity	unfinity/q-FrozenLake-v1-8x8	0.16	0.64	0.48
12	KilluaZoldyk	KilluaZoldyk/q-FrozenLake-v1-8x8-slippery	0.16	0.64	0.48
13	voxxer	voxxer/q-FrozenLake-v1-8x8	0.15	0.63	0.48
14	MattStammers	MattStammers/q-FrozenLake-v1-8x8-Slippery-take3	0.15	0.63	0.48
15	GeerBox	GeerBox/q-FrozenLake-v1-8x8-Slippery	0.15	0.63	0.48
16	dmenini	dmenini/q-FrozenLake-v1-8x8-Slippery	0.13	0.62	0.49
17	nidek	nidek/q-FrozenLake-v1-8x8-Slippery	0.12	0.61	0.49
18	neromule	neromule/q-FrozenLake-v1-8x8-noSlippery	0.12	0.61	0.49
19	YCHuang2112	YCHuang2112/q-FrozenLake-v1-8x8-Slippery	0.1099999999999999	0.6	0.49
20	shalomhsu	shalomhsu/q-FrozenLake-v1-8x8-Slippery	0.0999999999999999	0.59	0.49
21	pkalkman	pkalkman/FrozenLake-v1-8x8	0.0999999999999999	0.59	0.49
22	piusanalytics	piusanalytics/q-FrozenLake-v1-4x4-noSlippery	0.0999999999999999	0.59	0.49
23	caragones	caragones/q-FrozenLake-v1-8x8-slippery	0.0999999999999999	0.59	0.49
24	dyingc	dyingc/q-FrozenLake-v1-8x8-Slippery	0.0899999999999999	0.58	0.49
25	valeria2648	valeria2648/q-FrozenLake-v1-8x8	0.0699999999999999	0.57	0.5
26	Apocalypse-19	Apocalypse-19/q-FrozenLake-8x8-Slippery-v2	0.0699999999999999	0.57	0.5
27	tpedelose	tpedelose/q-FrozenLake-v1-8x8	0.06	0.56	0.5
28	osman93	osman93/q-FrozenLake-v1-8x8	0.05	0.55	0.5
29	asubiabre	asubiabre/FrozenLake-v1-8x8_slippery	0.05	0.55	0.5
30	turnip	turnip/huggingfaceclass-qtable-FrozenLake-v1-8x8-slip3	0.03	0.53	0.5
31	GillesEverling	GillesEverling/q-FrozenLake-v1-8x8-Slippery	0.03	0.53	0.5
32	GKPro	GKPro/FrozenLake-v1-8x8-slippery	0.02	0.52	0.5
33	turnip	turnip/huggingfaceclass-qtable-FrozenLake-v1-8x8-slip2	0.01	0.51	0.5
34	dbaibak	dbaibak/q-FrozenLake-v1-8x8	0.01	0.51	0.5
35	KilluaZoldyk	KilluaZoldyk/q-FrozenLake-v1-8x8-noSlippery	0.01	0.51	0.5
36	thebrownfrog	thebrownfrog/q-FrozenLake-v1-8x8-Slippery	0	0	0
37	slarionne	slarionne/q-FrozenLake-8x8-dumb	0	0	0
38	markeidsaune	markeidsaune/q-FrozenLake-v1-8x8-slippery	0	0	0
39	kieranbm	kieranbm/q-FrozenLake-v1-8x8-Slippery	0	0.5	0.5
40	iiShreya	iiShreya/frozenLake_8x8_Slippery	0	0	0
41	cristiii	cristiii/q-FrozenLake-v1-8x8-noSlippery	0	0	0
42	butchland	butchland/q-FrozenLake-v1-8x8-slippery-work1	0	0	0
43	bothrajat	bothrajat/q-FrozenLake-v1-8x8-Slippery	0	0	0
44	Yureeh	Yureeh/q-FrozenLake-v1-8x8-noSlippery	0	0	0
45	Yureeh	Yureeh/q-FrozenLake-v1-8x8-Slippery	0	0	0
46	TheFuriousGunner	TheFuriousGunner/q-FrozenLake-v1-8x8-Slippery	0	0.5	0.5
47	Segamboam	Segamboam/q-FrozenLake-v1-8x8	0	0	0
48	Musha-the-Yusha	Musha-the-Yusha/q-FrozenLake-v1-8x8-Slippery	0	0	0
49	DBusAI	DBusAI/q-FrozenLake-v1-8x8	0	0	0
50	Chris1	Chris1/q-FrozenLake-v1-8x8-Slippery	0	0.5	0.5
51	AliMMZ	AliMMZ/second_RL	0	0	0
52	yaqisun	yaqisun/my-stochastic-model	-0.01	0.49	0.5
53	lupoplon	lupoplon/q-FrozenLake-v1-8x8-Slippery	-0.01	0.49	0.5
54	amazingT	amazingT/q-FrozenLake-v1-8x8-Slippery	-0.01	0.49	0.5
55	titantomorrow	titantomorrow/q-FrozenLake-v1-8x8	-0.02	0.48	0.5
56	kraken2404	kraken2404/q-FrozenLake-v1-8x8-Slippery_v1	-0.02	0.48	0.5
57	jcastanyo	jcastanyo/q-FrozenLake-v1-8x8-Slippery-v3-v2	-0.02	0.48	0.5
58	Apocalypse-19	Apocalypse-19/q-FrozenLake-8x8-Slippery	-0.02	0.48	0.5
59	Allrandom	Allrandom/q-FrozenLake-v1-8x8_Slippery	-0.02	0.48	0.5
60	ws11yrin	ws11yrin/q-FrozenLake-v1-8x8	-0.03	0.47	0.5
61	ianspektor	ianspektor/q-FrozenLake-v1-8x8-slippery	-0.0399999999999999	0.46	0.5
62	DarkRodry	DarkRodry/q-FrozenLake-v1-8x8	-0.0399999999999999	0.46	0.5
63	mantovanima	mantovanima/q-FrozenLake-v1-8x8-slippery	-0.0499999999999999	0.45	0.5
64	Bingsu	Bingsu/q-FrozenLake-v1-8x8	-0.0499999999999999	0.45	0.5
65	michael20at	michael20at/q-FrozenLake-v1-4x4-isSlippery	-0.06	0.44	0.5
66	Christian90	Christian90/q-FrozenLake-v1-8x8-Slippery	-0.06	0.44	0.5
67	xh3b4sd	xh3b4sd/q-FrozenLake-v1-4x4-noSlippery	-0.07	0.42	0.49
68	jmsalvi	jmsalvi/q-FrozenLake-v1-8x8	-0.07	0.42	0.49
69	Shore02	Shore02/q-FrozenLake-v1-8x8-Slippery	-0.07	0.43	0.5
70	raflisyawal5	raflisyawal5/q-FrozenLake-v1-4x4-noSlippery	-0.08	0.41	0.49
71	dytssssss	dytssssss/q-FrozenLake-v1-4x4-noSlippery	-0.08	0.41	0.49
72	conorbranagan	conorbranagan/q-FrozenLake-v1-8x8-slippery	-0.08	0.41	0.49
73	amarmol	amarmol/q-FrozenLake-v1-8x8	-0.08	0.41	0.49
74	viiri2	viiri2/q-FrozenLake-v1-8x8-Slippery	-0.0999999999999999	0.39	0.49
75	SiegKlas	SiegKlas/q-FrozenLake-v1-8x8-Slippery	-0.0999999999999999	0.39	0.49
76	MysteryManav	MysteryManav/q-FrozenLake-v1-8x8-Slippery	-0.0999999999999999	0.39	0.49
77	turnip	turnip/huggingfaceclass-qtable-FrozenLake-v1-8x8-slip	-0.1099999999999999	0.38	0.49
78	lucasbertola	lucasbertola/q-FrozenLake-v1-8x8-Slipper	-0.1099999999999999	0.38	0.49
79	jmsalvi	jmsalvi/q-FrozenLake-v1-8x8-Slippery	-0.1099999999999999	0.37	0.48
80	harshil128	harshil128/q-FrozenLake-v1-8x8-Slippery	-0.1099999999999999	0.38	0.49
81	pinaggle	pinaggle/q-FrozenLake-v1-8x8-Slippery	-0.1299999999999999	0.34	0.47
82	turnip	turnip/huggingfaceclass-qtable-FrozenLake-v1-4x4-slip	-0.13	0.02	0.15
83	igpaub	igpaub/q-FrozenLake-v1-8x8	-0.13	0.35	0.48
84	austinmw	austinmw/q-FrozenLake-v1-8x8-slippery	-0.13	0.35	0.48
85	TalesLF	TalesLF/q-FrozenLake-v1-8x8	-0.13	0.35	0.48
86	SimingSiming	SimingSiming/q-FrozenLake-v1-8x8-slippery	-0.13	0.03	0.16
87	faustuzas	faustuzas/q-FrozenLake-v1-4x4-noSlippery	-0.1399999999999999	0.33	0.47
88	VK13	VK13/q-FrozenLake-v1-8x8-withSlippery	-0.1399999999999999	0.33	0.47
89	MoeOver	MoeOver/q-FrozenLake-v1-8x8-Slippery	-0.14	0.03	0.17
90	DavidCollier	DavidCollier/q-FrozenLake-v1-8x8-slippery	-0.14	0.03	0.17
91	zipbomb	zipbomb/q-FrozenLake-v1-8x8-slippery	-0.1499999999999999	0.32	0.47
92	SarthakM320	SarthakM320/q-FrozenLake-v1-8x8-slippery	-0.1499999999999999	0.32	0.47
93	MarioBarbeque	MarioBarbeque/q-FrozenLake-v1-8x8-Slippery	-0.1499999999999999	0.32	0.47
94	LordSomen	LordSomen/q-FrozenLake-v1-4x4-noSlippery	-0.1499999999999999	0.32	0.47
95	fabiochiu	fabiochiu/q-FrozenLake-v1-8x8-slippery	-0.15	0.03	0.18
96	HoaAn2003	HoaAn2003/q-FrozenLake-v1-4x4-noSlippery	-0.15	0.31	0.46
97	nsecord	nsecord/q-FrozenLake-v1-8x8-Slippery	-0.16	0.04	0.2
98	kelaine	kelaine/q-FrozenLake-v1-8x8-Slippery	-0.16	0.04	0.2
99	ThomasSimonini	ThomasSimonini/q-FrozenLake-v1-8x8-slippery	-0.16	0.04	0.2
100	BHend	BHend/qnoSlippery	-0.16	0.04	0.2
101	jcastanyo	jcastanyo/q-FrozenLake-v1-8x8-Slippery-v3	-0.16	0.29	0.45
102	jbuch808	jbuch808/q-FrozenLake-v1-8x8-Slippery	-0.1699999999999999	0.28	0.45
103	kas22	kas22/frozenlake-1	-0.18	0.25	0.43
104	AmirMesbah	AmirMesbah/q-FrozenLake-v1-8x8-Slippery	-0.18	0.06	0.24
105	Gaivoronsky	Gaivoronsky/q-FrozenLake-v1-4x4-noSlippery	-0.1899999999999999	0.23	0.42
106	MattStammers	MattStammers/q-FrozenLake-v1-8x8-Slippery-take2	-0.19	0.24	0.43
107	thebrownfrog	thebrownfrog/q-FrozenLake-v1-8x8-Slippery-v2	-0.1999999999999999	0.09	0.29
108	MattStammers	MattStammers/q-FrozenLake-v1-8x8-Slippery	-0.1999999999999999	0.09	0.29
109	vikidance01	vikidance01/q-FrozenLake-v1-4x4-noSlippery	-0.2	0.12	0.32
110	robomasterQ12	robomasterQ12/q-FrozenLake-v1-4x4-Slippery	-0.2	0.11	0.31
111	pableitorr	pableitorr/q-FrozenLake-v1-8x8-Slippery	-0.2	0.2	0.4
112	jasman0186	jasman0186/q-FrozenLake-v1-8x8-Slippery	-0.2	0.2	0.4
113	dmitry-np	dmitry-np/q-FrozenLake-v1-8x8-slippery	-0.2	0.12	0.32
114	Orokusaki	Orokusaki/q-FrozenLake-v1-8x8-Slippery-IAMSMART	-0.2	0.11	0.31
115	Orokusaki	Orokusaki/q-FrozenLake-v1-8x8-Slippery	-0.2	0.12	0.32
116	Christian90	Christian90/q-FrozenLake-v1-8x8-Slippery-try2	-0.2	0.18	0.38
117	wooihen	wooihen/q-FrozenLake-v1-8x8-Slippery	-0.2099999999999999	0.14	0.35
118	Boristss	Boristss/q-FrozenLake-v1-8x8-Slippery	-0.2099999999999999	0.14	0.35
119	xrpusher	xrpusher/q-FrozenLake-v1-8x8-Slippery	-0.21	0.17	0.38
120	rwheel	rwheel/q-FrozenLake-v1-8x8-Slippery	-0.21	0.17	0.38
121	hishamcse	hishamcse/q-FrozenLake-v1-8x8	-0.21	0.17	0.38

Ranking	User	Model	Results	Mean Reward	Std Reward
1	mikolaj-mialkowski	mikolaj-mialkowski/q-Taxi-v3	161.28000000000003	382.85	221.57
2	einkai	einkai/q-Taxi-v3	20	20	0
3	hugo-albert	hugo-albert/Taxi-v3	14	14	0

Ranking	User	Model	Results	Mean Reward	Std Reward
1	araffin	araffin/RecurrentPPO-CarRacing-v0_2	873.5600000000001	896.87	23.31
2	sb3	sb3/ppo_lstm-CarRacing-v0	848.49	880.39	31.9
3	vukpetar	vukpetar/ppo-CarRacing-v0-v3	831.67	862.75	31.08
4	meln1k	meln1k/ppo-CarRacing-v0	819.1500000000001	840.32	21.17
5	vukpetar	vukpetar/ppo-CarRacing-v0-v2	817.13	849.04	31.91
6	meln1k	meln1k/ppo-CarRacing-v0-v1	754.67	800.67	46
7	araffin	araffin/RecurrentPPO-CarRacing-v0	719.03	815.49	96.46
8	sgoodfriend	sgoodfriend/vpg-CarRacing-v0	674.27	753.27	79
9	sgoodfriend	sgoodfriend/ppo-impala-CarRacing-v0	552.62	777.12	224.5
10	qgallouedec	qgallouedec/ppo-CarRacing-v0-938949477	538.33	714.59	176.26
11	kostasang	kostasang/ppo-CarRacing-v0	520.1800000000001	652.88	132.7
12	WasuratS	WasuratS/ppo-CarRacing-v0	500.25000000000006	627.21	126.96
13	DBusAI	DBusAI/RPPO-CarRacing-v0-v1	453.94	614.78	160.84
14	DBusAI	DBusAI/RPPO-CarRacing-v0	453.94	614.78	160.84
15	qgallouedec	qgallouedec/ppo-CarRacing-v0-1293566242	447.17	621.81	174.64
16	qgallouedec	qgallouedec/ppo-CarRacing-v0-1653830382	436.64	596.65	160.01
17	sgoodfriend	sgoodfriend/a2c-CarRacing-v0	415.52	623.75	208.23
18	sgoodfriend	sgoodfriend/ppo-CarRacing-v0	393.82	622.62	228.8
19	qgallouedec	qgallouedec/ppo-CarRacing-v0-2462650343	354.86	588.34	233.48
20	vukpetar	vukpetar/ppo-CarRacing-v0-v1	256.13	407.75	151.62
21	qgallouedec	qgallouedec/ppo-CarRacing-v0-3713133259	232.18	542.89	310.71
22	vukpetar	vukpetar/ppo-CarRacing-v0	181.68	353.69	172.01
23	Chris1	Chris1/ppo-CarRacing-v0	84.79999999999998	205.45	120.65
24	sb3	sb3/ppo-CarRacing-v0	74.82000000000001	174.99	100.17
25	qgallouedec	qgallouedec/ppo-CarRacing-v0	74.82000000000001	174.99	100.17
26	gazuzur	gazuzur/ppo-CarRacing-v0	58.41	206.22	147.81
27	masterdezign	masterdezign/ppo-CarRacing-v0	53.24	168.97	115.73
28	Closen	Closen/ppo-CarRacing-v0	48.85999999999999	102.82	53.96
29	qgallouedec	qgallouedec/ppo-CarRacing-v0-3387862697	41.47	220.44	178.97
30	masterdezign	masterdezign/ppo-CarRacing-v0-1	32.14999999999999	150.45	118.3
31	KhariotnovKK	KhariotnovKK/Car_racing_v0	6.890000000000001	58.17	51.28
32	NikitaBaramiia	NikitaBaramiia/PPO-CarRacing-v0	2.319999999999993	231.54	229.22
33	DBusAI	DBusAI/PPO-CarRacing-v0	-1.039999999999992	81.28	82.32
34	Al020198zee	Al020198zee/ppo-CarRacing-v0	-6.77000000000001	184.31	191.08
35	guydegnol	guydegnol/ppo-CarRacing-v0	-28.53	-20.67	7.86
36	SusBioRes-UBC	SusBioRes-UBC/ppo-CarRacing-v0	-39.92	-32.8	7.12
37	siavash1996	siavash1996/ppo-CarRacing-v0	-40.18	-20.06	20.12
38	vicfeuga	vicfeuga/ppo-CarRacing-v0	-43.19	-4.07	39.12
39	knutselmiddag123	knutselmiddag123/ppo-CarRacing-v0	-45.67	-39.39	6.28
40	Alian3785	Alian3785/TEST2ppo-CarRacing-v0	-47.55	-29.05	18.5
41	ryanblak	ryanblak/PPO-CarRacing-v0	-55.38000000000001	38.16	93.54
42	eshwarprasadS	eshwarprasadS/CarRacing_CNN_PPO	-60.95	-50.3	10.65
43	athenasarch	athenasarch/ppo-CarRacing-v0	-66.71000000000001	-63.85	2.86
44	workRL	workRL/TEST2ppo-CarRacing-v0	-71.09	-69.53	1.56
45	SmartPy	SmartPy/CarRacing-v0	-72.48	-69.09	3.39
46	leumastai	leumastai/CarRacing-v0-TestModel	-73.55	-71.85	1.7
47	Litux	Litux/ppo-CarRacing-v0	-73.6	-59.15	14.45
48	FumaNet	FumaNet/TEST1PPO-CarRacing-v0	-74.47	-54.39	20.08
49	antonioricciardi	antonioricciardi/CarRacing-v0	-77.23	-75.94	1.29
50	jonporterjones	jonporterjones/carRacing1	-80.24	-77.99	2.25
51	masterdezign	masterdezign/ppo-CarRacing-v0-10M	-82.26	65.27	147.53
52	745H1N	745H1N/CarRacing-v0-PPO-optuna	-82.85	-45.62	37.23
53	ubiqtuitin	ubiqtuitin/PPO_CarRacing-v0	-84.41	-82.71	1.7
54	workRL	workRL/ppo-CarRacing-v0	-85.17	-84.08	1.09

Ranking	User	Model	Results	Mean Reward	Std Reward
1	igpaub	igpaub/ppo-CarRacing-v2	878.1700000000001	902.33	24.16
2	satcos	satcos/PPO-CarRacing-v2	817.29	883.3	66.01
3	pableitorr	pableitorr/ppo-CarRacing-v2	671.54	796.66	125.12
4	Ding-Qiang	Ding-Qiang/ppo-CarRacing-v2	399.46	595.91	196.45
5	Rinnnt	Rinnnt/ppo-CarRacing-v2	352.05999999999995	556.31	204.25
6	Amankankriya	Amankankriya/ppo-CarRacing-v2	303.27	548.79	245.52
7	Rudder-AmitBirmal	Rudder-AmitBirmal/ppo-CarRacing-v2	203.64	318.65	115.01
8	kaushal-ursal	kaushal-ursal/ppo-CarRacing-v2	190.95	386.21	195.26
9	blubrry	blubrry/car_racer	176.11	311.06	134.95
10	Emperor-WS	Emperor-WS/ppo_lstm-CarRacing-v2	160.95999999999998	358.08	197.12
11	rudder-tejas-dive	rudder-tejas-dive/ppo-CarRacing-v2	73.44999999999999	370.51	297.06
12	pkalkman	pkalkman/ppo-CarRacing-v2	51.13	336.1	284.97
13	mehulbhosale	mehulbhosale/ppo-CarRacing-Rudder-v2	-54.46	-28.54	25.92
14	malerbe	malerbe/Car_racing_V0_V1.1	-59.02	-20.23	38.79
15	Bytte	Bytte/BytteCarRacing	-61.11	-58.87	2.24
16	Cheekydave	Cheekydave/ppo-CarRacing-v2	-65.86	-63.73	2.13
17	shamalshaikh	shamalshaikh/CarRacing	-69.88	-66.07	3.81
18	mehulbhosale	mehulbhosale/ppo-CarRacingtry-v2	-76.32	-54.12	22.2
19	poloniumlel	poloniumlel/ppo-CarRacing-v2	-78.1	-61.24	16.86
20	alg0ld	alg0ld/ppo-CarRacing-v2	-81.69	-60.88	20.81
21	DavidClark314	DavidClark314/a2c-CarRacing-v2	-93.5	-93.23	0.27
22	malerbe	malerbe/Car_racing_V0_V1	-93.97	-59.68	34.29
23	mehulbhosale	mehulbhosale/ppo-CarRacingtrial-v2	-97.6	-42.45	55.15
24	MattStammers	MattStammers/ppo-Car_Racing_v2-take1	-98.16	-74.49	23.67
25	RogueSage	RogueSage/ppo-CarRacing-v2	-101.17	-87.6	13.57
26	I3DM2	I3DM2/PPO-CarRacing-v2	-106.71	-77.42	29.29

Ranking	User	Model	Results	Mean Reward	Std Reward
1	open-rl-leaderboard	open-rl-leaderboard/random-MountainCar-v0	0	-1000	-1000
2	MohamedMaged262	MohamedMaged262/Q-Learning-using-GYM-MountainCar-v0-Environment	0	-1000	-1000
3	vukpetar	vukpetar/ppo-MountainCar-v1	-95.74	-89.2	6.54
4	vukpetar	vukpetar/ppo-MountainCar-v0	-96.86	-90	6.86
5	29thDay	29thDay/PPO-MountainCar-v0	-98.34	-91.3	7.04
6	ahmadsy	ahmadsy/ppo-MountainCar-v0	-104.03	-96.3	7.73
7	Theaveas	Theaveas/ppo-MountainCar-v0	-104.32	-97.2	7.12
8	agercas	agercas/ppo-MountainCar-v0	-104.65	-97.6	7.05
9	AndrewK	AndrewK/ppo-MountainCar-v0	-104.9	-99.8	5.1
10	DBusAI	DBusAI/DQN-MountainCar-v0-v2	-105.52	-100.6	4.92
11	FollishBoi	FollishBoi/dqn-MountainCar-v0-try3	-106.68	-104	2.68
12	FollishBoi	FollishBoi/dqn-MountainCar-v0-try2	-108.17	-100.7	7.47
13	FollishBoi	FollishBoi/dqn-MountainCar-v0-try1	-108.23	-102.5	5.73
14	Galeros	Galeros/dqn-mountaincar-v0-zoo	-108.46	-105	3.46
15	DBusAI	DBusAI/DQN-MountainCar-v0	-108.6	-100.2	8.4
16	sgoodfriend	sgoodfriend/dqn-MountainCar-v0	-109.71	-100.1	9.61
17	sb3	sb3/dqn-MountainCar-v0	-110.89	-103.4	7.49
18	Galeros	Galeros/dqn-mountaincar-v0	-111.04	-101.4	9.64
19	Galeros	Galeros/dqn-mountaincar-v0-zoo-mimick	-111.7	-104.9	6.8
20	Delview	Delview/ppo-MountainCar-v0	-115.83	-114.4	1.43
21	sb3	sb3/ppo-MountainCar-v0	-116.36	-108.2	8.16
22	sb3	sb3/qrdqn-MountainCar-v0	-116.72	-106.5	10.22
23	sgoodfriend	sgoodfriend/ppo-MountainCar-v0	-117.99	-110.88	7.11
24	Francesco-A	Francesco-A/ppo-MountainCar-v0	-118.03	-116.2	1.83
25	RayanRen	RayanRen/ppo-MountainCar-v0	-118.36	-109.4	8.96
26	rebuzik	rebuzik/ppo-MountainCar-v0	-119.39	-105.9	13.49
27	torkable	torkable/ppo-MountainCar-v0	-119.49	-117	2.49
28	mikolaj-mialkowski	mikolaj-mialkowski/ppo-MountainCar-v0	-120	-117	3
29	sgoodfriend	sgoodfriend/vpg-MountainCar-v0	-120.41	-109.69	10.72
30	Galeros	Galeros/dqn-mountaincar-v0-local	-120.68	-98.8	21.88
31	edkesuma	edkesuma/ppo-MountainCar-v0	-120.89	-116.8	4.09
32	qgallouedec	qgallouedec/trpo-MountainCar-v0-3932930415	-121.12	-111.6	9.52
33	sb3	sb3/trpo-MountainCar-v0	-121.77	-112.1	9.67
34	sgoodfriend	sgoodfriend/a2c-MountainCar-v0	-121.77	-111.06	10.71
35	qgallouedec	qgallouedec/dqn-MountainCar-v0-236254346	-125.11	-114.3	10.81
36	mindwrapped	mindwrapped/dqn-MountainCar-v0	-125.25	-104.89	20.36
37	winkin119	winkin119/Curiosity-MountainCarV0	-126.17	-114.75	11.42
38	enrique2701	enrique2701/dqn-MountainCar-v0	-129.51	-111.8	17.71
39	infinitejoy	infinitejoy/ppo-MountainCar-v0	-129.78	-116.1	13.68
40	sb3	sb3/a2c-MountainCar-v0	-130.01999999999998	-110.6	19.42
41	qgallouedec	qgallouedec/a2c-MountainCar-v0-1968762776	-130.31	-110.7	19.61
42	qgallouedec	qgallouedec/a2c-MountainCar-v0-2528989063	-130.59	-110.8	19.79
43	qgallouedec	qgallouedec/a2c-MountainCar-v0-2394300728	-134.13	-113.1	21.03
44	TheJarmanitor	TheJarmanitor/mountain-car-v0-bonus	-135.56	-108.2	27.36
45	shayekh	shayekh/dqn-mountain-car	-139.4	-120.1	19.3
46	agercas	agercas/dqn-MountainCar-v0	-144.07	-116.6	27.47
47	pkalkman	pkalkman/ppo-MountainCar-v0	-146.91	-116.8	30.11
48	turhancan97	turhancan97/second_ppo-MountainCar-v0	-147.73	-127.5	20.23
49	Galeros	Galeros/dqn-mountaincar-v0-opt	-148.9	-120.6	28.3
50	aidiary	aidiary/dqn-MountainCar-v0	-149.4	-120.1	29.3
51	sb3	sb3/ars-MountainCar-v0	-150.47	-123.3	27.17
52	tonylevene	tonylevene/ppo-MountainCar-v0	-152.4	-128.3	24.1
53	ArunAIML	ArunAIML/ppo-MountainCar-v0	-155.16	-150.2	4.96
54	Musha-the-Yusha	Musha-the-Yusha/MountainCar-v0	-155.34	-132.8	22.54
55	MattStammers	MattStammers/ppo-MountainCar-v0-fullcoded	-160.28	-124.9	35.38
56	igpaub	igpaub/dqn-MountainCar-v0	-160.69	-137.8	22.89
57	qgallouedec	qgallouedec/ars-MountainCar-v0-3693832671	-161.06	-134.2	26.86
58	format37	format37/PPO-MountainCar-v0	-167.92000000000002	-151.8	16.12
59	Protao	Protao/ppo-MountainCar-v0	-169.51	-138	31.51
60	cleanrl	cleanrl/MountainCar-v0-dqn_jax-seed1	-177.47	-164.6	12.87
61	workRL	workRL/DQN-MountainCar-v0	-188.74	-166.8	21.94
62	erfan1380	erfan1380/q_learning-MountainCar	-188.98	-161.82	27.16
63	lilianz	lilianz/ppo-MountainCar-v0	-191.52	-152.8	38.72
64	kowalsky	kowalsky/MountainCar-v0	-199.81	-160.6	39.21
65	turhancan97	turhancan97/first_ppo-MountainCar-v0	-200	-200	0
66	saharM	saharM/MountainCar-v0	-200	-200	0
67	sabretoothedhugs	sabretoothedhugs/ppo-Mountaincar-v0	-200	-200	0
68	ospeek	ospeek/MountainCar-v0	-200	-200	0
69	mikolaj-mialkowski	mikolaj-mialkowski/dqn-MountainCar-v0	-200	-200	0
70	meln1k	meln1k/ppo-MountainCar-v0	-200	-200	0
71	makram	makram/TEST2ppo-MountainCar-v0	-200	-200	0
72	kingabzpro	kingabzpro/Full-Force-MountainCar-v0	-200	-200	0
73	harryb0905	harryb0905/dqn-mountain-car-1-million	-200	-200	0
74	harryb0905	harryb0905/dqn-MountainCar-v0-1-million	-200	-200	0
75	format37	format37/DQN-MountainCar-v0	-200	-200	0
76	fffaaannn	fffaaannn/DQN_MountainCar-v0	-200	-200	0
77	fazito25	fazito25/MountainCar-v0-Optuna	-200	-200	0
78	diegocp01	diegocp01/ppo-MountainCar-v0	-200	-200	0
79	dganesh	dganesh/ppo-MountainCar-v0	-200	-200	0
80	cleanrl	cleanrl/MountainCar-v0-dqn-seed1	-200	-200	0
81	cleanrl	cleanrl/MountainCar-v0-c51_jax-seed1	-200	-200	0
82	clamepending	clamepending/ppo-MountainCar-v0	-200	-200	0
83	chirbard	chirbard/ppo-MountainCar-v0	-200	-200	0
84	camiloss	camiloss/ppo-MountainCar-v0	-200	-200	0
85	biwako	biwako/test1MountainCar	-200	-200	0
86	bhaswara	bhaswara/ppo-MountainCar-v0	-200	-200	0
87	bdokmeci	bdokmeci/dqn-MountainCar-v0	-200	-200	0
88	alitco	alitco/DeepRL-Hands-no-1-ppo-MountainCar-v0	-200	-200	0
89	agercas	agercas/qdqn-MountainCar-v0	-200	-200	0
90	Shaukat	Shaukat/MountainCar-v1	-200	-200	0
91	Pranjal-666	Pranjal-666/ppo-MountainCar-v0	-200	-200	0
92	JessiCega	JessiCega/ppo-MountainCar-v0	-200	-200	0
93	Gumibit	Gumibit/ppo-MountainCar-v0	-200	-200	0
94	FumaNet	FumaNet/TEST1PPO-MountainCar-v0	-200	-200	0
95	EchoBomber	EchoBomber/ppo-MountainCar-v0	-200	-200	0
96	745H1N	745H1N/MountainCar-v0-DQN-optuna	-200	-200	0
97	16bitbananas	16bitbananas/ppo-MountainCar-v0	-200	-200	0
98	16bitbananas	16bitbananas/PPO-MountainCar-v0-5m	-200	-200	0
99	16bitbananas	16bitbananas/MountainCar-v0-50k	-200	-200	0
100	16bitbananas	16bitbananas/DQN-MountainCar-v0-500k-v2	-200	-200	0
101	16bitbananas	16bitbananas/DQN-MountainCar-v0-500k	-200	-200	0
102	cleanrl	cleanrl/MountainCar-v0-c51-seed1	-203.34	-165.7	37.64
103	esh	esh/MountainCar-v0	-206.85	-169.9	36.95
104	osanseviero	osanseviero/TEST2ppo-LunarLander-v3	-241.25	-97.87	143.38

Ranking	User	Model	Results	Mean Reward	Std Reward
1	hui168	hui168/ppo-SpaceInvadersNoFrameskip-v4	2788.24	2887.5	99.26
2	NorbertRop	NorbertRop/qrdqn-SpaceInvadersNoFrameskip-v4	2701.94	6264	3562.06
3	sgoodfriend	sgoodfriend/dqn-impala-SpaceInvadersNoFrameskip-v4	2035.98	2510.31	474.33
4	edbeeching	edbeeching/atari_2B_atari_spaceinvaders_1111	1994.2999999999995	29208	27213.7

Ranking	User	Model	Results	Mean Reward	Std Reward
1	sgoodfriend	sgoodfriend/ppo-impala-PongNoFrameskip-v4	21	21	0
2	sgoodfriend	sgoodfriend/dqn-impala-PongNoFrameskip-v4	21	21	0
3	sgoodfriend	sgoodfriend/dqn-PongNoFrameskip-v4	21	21	0
4	sgoodfriend	sgoodfriend/a2c-PongNoFrameskip-v4	21	21	0
5	sb3	sb3/ppo-PongNoFrameskip-v4	21	21	0
6	kuds	kuds/atari-pong-v4-ppo	21	21	0
7	edbeeching	edbeeching/atari_2B_atari_pong_2222	21	21	0
8	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-SampledEfficientZero	21	21	0
9	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-PPOOffPolicy	21	21	0
10	MattStammers	MattStammers/ppo-PongNoFrameskip-v4-final	21	21	0
11	MattStammers	MattStammers/appo-atari_pong-sota	21	21	0
12	qgallouedec	qgallouedec/atari_2B_atari_pong_1111	20.73	20.95	0.22
13	edbeeching	edbeeching/atari_2B_atari_pong_1111	20.73	20.95	0.22
14	qgallouedec	qgallouedec/ppo-PongNoFrameskip-v4-1198497312	20.6	20.9	0.3
15	pfunk	pfunk/PongNoFrameskip-v4-P_DQN-seed929	20.54	20.54	0
16	pfunk	pfunk/PongNoFrameskip-v4-P_DQN-seed555	20.52	20.52	0
17	pfunk	pfunk/PongNoFrameskip-v4-P_DQN-seed232	20.48	20.48	0
18	pfunk	pfunk/PongNoFrameskip-v4-DQN_baseline-seed2	20.41	20.41	0
19	qgallouedec	qgallouedec/ppo-PongNoFrameskip-v4-511610459	20.4	20.8	0.4
20	pfunk	pfunk/PongNoFrameskip-v4-DQN_baseline-seed3	20.33	20.33	0
21	sgoodfriend	sgoodfriend/ppo-PongNoFrameskip-v4	20.32	20.75	0.43
22	pfunk	pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed929	20.32	20.32	0
23	pfunk	pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed888	20.3	20.3	0
24	sb3	sb3/qrdqn-PongNoFrameskip-v4	20.24	20.7	0.46
25	sb3	sb3/dqn-PongNoFrameskip-v4	20.24	20.7	0.46
26	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-DQN	20.24	20.7	0.46
27	MattStammers	MattStammers/dqn-PongNoFrameskip-v4	20.24	20.7	0.46
28	pfunk	pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed555	20.2	20.2	0
29	pfunk	pfunk/PongNoFrameskip-v4-P_DQN-seed888	20.19	20.19	0
30	pfunk	pfunk/PongNoFrameskip-v4-DQN_baseline-seed4	20.16	20.16	0
31	pfunk	pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed929	20.12	20.12	0
32	kuds	kuds/atari-pong-v4-dqn	20.110000000000003	20.6	0.49
33	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-IMPALA	20.110000000000003	20.6	0.49
34	pfunk	pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed888	20.11	20.11	0
35	pfunk	pfunk/PongNoFrameskip-v4-DQN_baseline-seed1	19.92	19.92	0
36	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-MuZero	19.91	20.4	0.49
37	abkslm	abkslm/dqn-PongNoFrameskip-v4	19.83	20.5	0.67
38	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-EfficientZero	19.74	20.4	0.66
39	qgallouedec	qgallouedec/ppo-PongNoFrameskip-v4-693898519	19.66	20.3	0.64
40	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-C51	19.66	20.3	0.64
41	SaathvikD	SaathvikD/dqn-PongNoFrameskip-v4	19.6	20.4	0.8
42	pableitorr	pableitorr/dqn-PongNoFrameskip-v4	19.52	20.3	0.78
43	kailash-turimella	kailash-turimella/assignment7	19.52	20.3	0.78
44	WeeWolf	WeeWolf/CS362-Pong	19.52	20.3	0.78
45	Apocalypse-19	Apocalypse-19/dqn-PongNoFrameskip	19.52	20.3	0.78
46	pkalkman	pkalkman/ppo-PongNoFrameskip-v4	19.48	20.4	0.92
47	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_x1-seed1	19.34	19.34	0
48	pfunk	pfunk/PongNoFrameskip-v4-DQPN_DQN-seed1	19.33	19.33	0
49	pfunk	pfunk/PongNoFrameskip-v4-DQN-seed1	19.33	19.33	0
50	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed2	19.3	19.3	0
51	pfunk	pfunk/PongNoFrameskip-v4-DDQN-seed2	19.3	19.3	0
52	Qilex	Qilex/ppo-PongNoFrameskip-v4	19.3	20.3	1
53	pfunk	pfunk/PongNoFrameskip-v4-DQPN_x5-seed3	19.28	19.28	0
54	pfunk	pfunk/PongNoFrameskip-v4-DQPN_DQN-seed2	19.21	19.21	0
55	pfunk	pfunk/PongNoFrameskip-v4-DQN-seed2	19.21	19.21	0
56	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_x5-seed3	19.16	19.16	0
57	pfunk	pfunk/PongNoFrameskip-v4-DQPN_x5-seed1	19.13	19.13	0
58	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed1	19.05	19.05	0
59	pfunk	pfunk/PongNoFrameskip-v4-DDQN-seed1	19.05	19.05	0
60	pfunk	pfunk/PongNoFrameskip-v4-DQPN_x1-seed3	19.03	19.03	0
61	pfunk	pfunk/PongNoFrameskip-v4-DQPN_x5-seed2	19.01	19.01	0
62	Hawk91	Hawk91/PongNoFrameskip-v4_DQN	19	19	0
63	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_x1-seed3	18.92	18.92	0
64	pfunk	pfunk/PongNoFrameskip-v4-DQPN_x1-seed1	18.88	18.88	0
65	qgallouedec	qgallouedec/ppo-PongNoFrameskip-v4-2736916004	18.82	20	1.18
66	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_x1-seed2	18.81	18.81	0
67	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_x5-seed1	18.8	18.8	0
68	maxstahl	maxstahl/a2c-pongv5	18.8	19.6	0.8
69	pfunk	pfunk/PongNoFrameskip-v4-DQPN_x1-seed2	18.75	18.75	0
70	pfunk	pfunk/PongNoFrameskip-v4-DQPN_DQN-seed3	18.75	18.75	0
71	pfunk	pfunk/PongNoFrameskip-v4-DQN-seed3	18.75	18.75	0
72	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed3	18.53	18.53	0
73	pfunk	pfunk/PongNoFrameskip-v4-DDQN-seed3	18.53	18.53	0
74	amithapa	amithapa/dqn-PongNoFrameskip-v4	18.4	19.3	0.9
75	cleanrl	cleanrl/PongNoFrameskip-v4-dqn_atari_jax-seed1	18.35	19.7	1.35
76	OpenDILabCommunity	OpenDILabCommunity/PongNoFrameskip-v4-PPO	18.22	19.5	1.28
77	dlantonia	dlantonia/dqn-PongNoFrameskip-v4	18.16	19.1	0.94
78	pfunk	pfunk/PongNoFrameskip-v4-DDQPN_x5-seed2	18.11	18.11	0
79	maxstahl	maxstahl/ppo-Pongv5	18.07	19.5	1.43
80	coyotespike	coyotespike/dqn-PongNoFrameskip-v4	17.95	19.2	1.25
81	odiaz1066	odiaz1066/PongNoFrameskip-v4-dqn_atari-seed1	17.55	18.8	1.25
82	cleanrl	cleanrl/PongNoFrameskip-v4-c51_atari-seed1	17	18	1
83	xyz467	xyz467/dqn-PongNoFrameskip-v4	16.88	19.2	2.32
84	cleanrl	cleanrl/PongNoFrameskip-v4-dqn_atari-seed1	15.97	17.8	1.83
85	Vishal1602	Vishal1602/dqn-PongNoFrameskip-v4	14.85	17.3	2.45
86	sb3	sb3/a2c-PongNoFrameskip-v4	14.400000000000002	17.1	2.7
87	cleanrl	cleanrl/PongNoFrameskip-v4-c51_atari_jax-seed1	11.22	17.4	6.18
88	dlantonia	dlantonia/ppo-PongNoFrameskip-v4	6.660000000000001	10.8	4.14
89	ibadrehman	ibadrehman/dqn-PongNoFrameskip-v4-1M	5.450000000000001	12.8	7.35
90	dmenini	dmenini/dqn-PongNoFrameskip-v4	4.369999999999999	13.1	8.73
91	gracejwu	gracejwu/dqn-PongNoFrameskip-v4	2.66	12.3	9.64
92	open-rl-leaderboard	open-rl-leaderboard/random-PongNoFrameskip-v4	0	-1000	-1000
93	shuminCA	shuminCA/dqn-PongNoFrameskip-v4-2	-0.0399999999999991	9.9	9.94
94	joitandr	joitandr/dqn-PongNoFrameskip-v4	-1.4299999999999995	5	6.43
95	toddwilson147	toddwilson147/dqn-pong	-5.720000000000001	4.1	9.82
96	Alusi	Alusi/dqn-PongNoFrameskip-v4	-7.01	0.9	7.91
97	kunjpathak	kunjpathak/dqn-pong-v4	-8.74	-0.1	8.64
98	666Bing666	666Bing666/Deep_Q_Learning_Pong	-13	-11.5	1.5
99	Lbbrodsky	Lbbrodsky/dqn-PongNoFrameskip-v4	-13.12	-7.9	5.22
100	sgoodfriend	sgoodfriend/vpg-PongNoFrameskip-v4	-13.91	-9.92	3.99
101	kchan03	kchan03/Pong-v4	-15.92	-11	4.92
102	Adulala20	Adulala20/dqn-PongNoFrameskip-v4	-16.43	-7	9.43
103	ibadrehman	ibadrehman/dqn-PongNoFrameskip-v4-500K	-18.36	-16.5	1.86
104	bhavikenia	bhavikenia/dqn-PongNoFrameskip-v4	-20.73	-19.9	0.83
105	mguevarra	mguevarra/dqn-PongNoFrameskip-v4	-20.8	-20.1	0.7
106	sbev	sbev/a2c-Atari-Pong	-20.93	-20.1	0.83

Ranking	User	Model	Results	Mean Reward	Std Reward
1	edbeeching	edbeeching/atari_2B_atari_breakout_1111	520.8900000000001	727.2	206.31
2	edbeeching	edbeeching/atari_2B_atari_breakout_2222	516.08	724.5	208.42
3	sgoodfriend	sgoodfriend/dqn-impala-BreakoutNoFrameskip-v4	418.31	424.81	6.5
4	sgoodfriend	sgoodfriend/a2c-BreakoutNoFrameskip-v4	405.98	411.56	5.58
5	MattStammers	MattStammers/ppo-BreakoutNoFrameskip-v4-final	397.94999999999993	561.8	163.85
6	sb3	sb3/ppo-BreakoutNoFrameskip-v4	381.7	398	16.3
7	MattStammers	MattStammers/ppo-BreakoutNoFrameskip-v4	372.89	397.3	24.41
8	Qilex	Qilex/ppo-BreakoutNoFrameskip-v4	371.3	443.3	72
9	sgoodfriend	sgoodfriend/ppo-impala-BreakoutNoFrameskip-v4	361.87	516.88	155.01
10	edbeeching	edbeeching/atari_2B_atari_breakout_3333	358.92	538.75	179.83
11	davideaguglia	davideaguglia/ppo-BreakoutNoFrameskip-v4-V2-try	350	385.8	35.8
12	davideaguglia	davideaguglia/ppo-BreakoutNoFrameskip-v4	350	385.8	35.8
13	sb3	sb3/qrdqn-BreakoutNoFrameskip-v4	345.55999999999995	387.4	41.84
14	sgoodfriend	sgoodfriend/ppo-BreakoutNoFrameskip-v4	340.84000000000003	383.31	42.47
15	sgoodfriend	sgoodfriend/dqn-BreakoutNoFrameskip-v4	326.83	329.5	2.67
16	cleanrl	cleanrl/BreakoutNoFrameskip-v4-c51_atari-seed1	324.65	381	56.35
17	davideaguglia	davideaguglia/ppo-BreakoutNoFrameskip-v4-V2	321.46	351.9	30.44
18	Jojo78	Jojo78/ppo-BreakoutNoFrameskip-v4	318.55999999999995	370.9	52.34
19	sb3	sb3/dqn-BreakoutNoFrameskip-v4	314.68	359	44.32
20	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-975073247	305.47	350.6	45.13
21	qgallouedec	qgallouedec/qrdqn-BreakoutNoFrameskip-v4-2649403167	299.96	368.4	68.44
22	MattStammers	MattStammers/ppo-BreakoutNoFrameskip-v4-overtrained	279.04	488.4	209.36
23	OpenDILabCommunity	OpenDILabCommunity/BreakoutNoFrameskip-v4-MuZero	266.76	416.7	149.94
24	sb3	sb3/a2c-BreakoutNoFrameskip-v4	259.76	349.5	89.74
25	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed1	217.65	217.65	0
26	cleanrl	cleanrl/BreakoutNoFrameskip-v4-dqn_atari-seed1	212.99	333.6	120.61
27	cleanrl	cleanrl/BreakoutNoFrameskip-v4-c51_atari_jax-seed1	205.89000000000004	318.1	112.21
28	odiaz1066	odiaz1066/BreakoutNoFrameskip-v4-dqn_atari-seed1	188.62	221.4	32.78
29	cleanrl	cleanrl/BreakoutNoFrameskip-v4-dqn_atari_jax-seed1	174.67000000000002	291.1	116.43
30	kuds	kuds/atari-breakout-v4-dqn	165.57	239.2	73.63
31	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_DQN-seed2	160.5	160.5	0
32	pfunk	pfunk/BreakoutNoFrameskip-v4-DQN-seed2	160.5	160.5	0
33	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_DQN-seed3	156.22	156.22	0
34	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_DQN-seed1	154.09	154.09	0
35	pfunk	pfunk/BreakoutNoFrameskip-v4-DQN-seed1	154.09	154.09	0
36	MattStammers	MattStammers/dqn-BreakoutNoFrameskip-v4	149.07	220.6	71.53
37	SaathvikD	SaathvikD/dqn-BreakoutNoFrameskip-v4	134.04000000000002	225.5	91.46
38	danieladejumo	danieladejumo/dqn-BreakoutNoFrameskip-v4	127.62	173.6	45.98
39	cb4747	cb4747/dqn-BreakoutNoFrameskip-v4-10M_Steps	127.29999999999998	230.2	102.9
40	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed1	127.23	127.23	0
41	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed1	106.71	106.71	0
42	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQN-seed1	106.71	106.71	0
43	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed1	99.32	99.32	0
44	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed1	97.62	97.62	0
45	ybsolomon	ybsolomon/dqn-BreakoutNoFrameskip-v4	85.75	195	109.25
46	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed3	83.24	83.24	0
47	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed2	78.59	78.59	0
48	kuds	kuds/atari-breakout-v4-ppo	73.18	187.8	114.62
49	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed2	69.73	69.73	0
50	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed2	69.3	69.3	0
51	LunaWang	LunaWang/dqn-BreakoutNoFrameskip-v4	63.77	102.7	38.93
52	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_DDQN-seed2	53.2	53.2	0
53	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQN-seed2	53.2	53.2	0
54	Vzaldat1	Vzaldat1/dqn-BreakoutNoFrameskip	48.68	57.5	8.82
55	aarongrainer	aarongrainer/dqn-BreakoutNoFrameskip-v4	43.510000000000005	110.7	67.19
56	cb4747	cb4747/dqn-BreakoutNoFrameskip-v4	40.41	57.2	16.79
57	nickmiller795	nickmiller795/dqn-BreakoutNoFrameskip-v4	40.37	57.9	17.53
58	epsil	epsil/dqn-BreakoutNoFrameskip-v4	36.49	57.9	21.41
59	ibadrehman	ibadrehman/dqn-BreakoutNoFrameskip-v4-1M	36.29	51.5	15.21
60	sdpkjc	sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed2	34.27	102	67.73
61	kaiosinimbu	kaiosinimbu/dqn-SpaceInvadersNoFrameskip-v4	33.690000000000005	47.2	13.51
62	Apocalypse-19	Apocalypse-19/ppo-BreakoutNoFrameskip	32.510000000000005	41.2	8.69
63	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_x1-seed3	32.28	32.28	0
64	pllume	pllume/dqn-BreakoutNoFrameskip-v4	32.26	57.4	25.14
65	htinawi	htinawi/dqn-BreakoutNoFrameskip-v4	32.05	47	14.95
66	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed2	31.16	31.16	0
67	pkalkman	pkalkman/ppo-BreakoutNoFrameskip-v4	28.96	50.4	21.44
68	taiyyoson	taiyyoson/dqn-BreakoutNoFrameskip-v4_1M_timesteps	28.53000000000001	85.9	57.37
69	nsanghi	nsanghi/dqn-atari-breakout-rlzoo-gpu	26.43	42.8	16.37
70	will010321	will010321/dqn-BreakoutNoFrameskip-v4	26.4	51.4	25
71	kingabzpro	kingabzpro/dnq-BreakoutNoFrameskip-v4	26.08	44.6	18.52
72	hishamcse	hishamcse/ppo-BreakoutNoFrameskip-v4	25.36	36.6	11.24
73	NikitaErmolaev	NikitaErmolaev/dqn-BreakoutNoFrameskip-v4	25.23	80.3	55.07
74	qgallouedec	qgallouedec/dqn-BreakoutNoFrameskip-v4-3713697759	25.19	33	7.81
75	dmenini	dmenini/dqn-BreakoutNoFrameskip-v4	21.69	29.7	8.01
76	DamnJustletMEin	DamnJustletMEin/dqn-BreakoutNoFrameskip-v4	18.080000000000005	67.2	49.12
77	Bishdata	Bishdata/dqn-BreakoutNoFrameskip-v4	16.900000000000002	24.6	7.7
78	sdpkjc	sdpkjc/BreakoutNoFrameskip-v4-dqn_atari-seed3	16.15	29.3	13.15
79	NielsV	NielsV/dqn-BreakoutNoFrameskip-v4	15.919999999999996	48.8	32.88
80	Entj	Entj/dqn-BreakoutNoFrameskip-v4	14.65	23.3	8.65
81	Alexxu0520	Alexxu0520/dqn-SpaceInvadersNoFrameskip-v4	14.509999999999998	22.4	7.89
82	Alexxu0520	Alexxu0520/dqn-BreakoutNoFrameskip-v4	14.509999999999998	22.4	7.89
83	Arch4ngel	Arch4ngel/ppo-BreakoutNoFrameskip-v4	14.27	19.1	4.83
84	JakePolintan	JakePolintan/Jake-BreakoutNoFrameskip-v4	13.47	21.8	8.33
85	davideaguglia	davideaguglia/dqn-BreakoutNoFrameskip-v4	12.239999999999997	77.3	65.06
86	Devenvaruv	Devenvaruv/dqn-BreakoutNoFrameskip	10.669999999999987	79.1	68.43
87	Jacky999	Jacky999/dqn-BreakoutNoFrameskip-v4	10.58	15.5	4.92
88	lucasbertola	lucasbertola/dqn-test	9.84	11.4	1.56
89	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-2322445680	9.2	12.8	3.6
90	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-786094400	9.2	15.2	6
91	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-4167251588	6.38	11.1	4.72
92	pfunk	pfunk/BreakoutNoFrameskip-v4-DQPN_x5-seed3	3.97	3.97	0
93	pfunk	pfunk/BreakoutNoFrameskip-v4-DQN-seed3	3.97	3.97	0
94	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_x1-seed3	2.29	2.29	0
95	ibadrehman	ibadrehman/dqn-BreakoutNoFrameskip-v4-100k	2	2	0
96	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQPN_x5-seed3	1.34	1.34	0
97	pfunk	pfunk/BreakoutNoFrameskip-v4-DDQN-seed3	1.34	1.34	0
98	Arch4ngel	Arch4ngel/dqn-BreakoutNoFrameSkip-v4_cl	1.2100000000000002	3.2	1.99
99	qgallouedec	qgallouedec/dqn-BreakoutNoFrameskip-v4-1470440669	0.7999999999999998	5.1	4.3
100	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-121106409	0.7499999999999998	2.3	1.55
101	qgallouedec	qgallouedec/BreakoutNoFrameskip-v4-rainbow_atari-seed1	0	4.5	4.5
102	open-rl-leaderboard	open-rl-leaderboard/random-BreakoutNoFrameskip-v4	0	-1000	-1000
103	qgallouedec	qgallouedec/a2c-BreakoutNoFrameskip-v4-728924342	-0.03	1.7	1.73
104	qgallouedec	qgallouedec/a2c-BreakoutNoFrameskip-v4-22871317	-0.05	1.2	1.25
105	qgallouedec	qgallouedec/a2c-BreakoutNoFrameskip-v4-1731504504	-0.05	1.2	1.25
106	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-6715805	-0.0899999999999998	1.6	1.69
107	anmthedirector	anmthedirector/dqn-BreakoutNoFrameskip-v4	-0.32	0.6	0.92
108	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-1184018936	-0.3400000000000001	1.4	1.74
109	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-527851684	-0.4099999999999999	1.1	1.51
110	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-468368669	-0.49	1.3	1.79
111	qgallouedec	qgallouedec/a2c-BreakoutNoFrameskip-v4-1726774983	-0.6400000000000001	1.6	2.24
112	qgallouedec	qgallouedec/qrdqn-BreakoutNoFrameskip-v4-855470999	-0.77	2.3	3.07
113	qgallouedec	qgallouedec/ppo-BreakoutNoFrameskip-v4-121621511	-0.79	1.2	1.99

Ranking	User	Model	Results	Mean Reward	Std Reward
1	edbeeching	edbeeching/atari_2B_atari_qbert_2222	30785.9	40277.5	9491.6
2	edbeeching	edbeeching/atari_2B_atari_qbert_1111	29236.82	38100	8863.18
3	MattStammers	MattStammers/qrdqn-QbertNoFrameskip-v4-final	21390.41	23787.5	2397.09
4	OpenDILabCommunity	OpenDILabCommunity/QbertNoFrameskip-v4-PPO	19900	19900	0
5	Corianas	Corianas/ppo-QbertNoFrameskip-v4_4	18477.29	19340	862.71
6	OpenDILabCommunity	OpenDILabCommunity/QbertNoFrameskip-v4-DQN	17175	17175	0
7	sgoodfriend	sgoodfriend/a2c-QbertNoFrameskip-v4	16767.37	17262.5	495.13
8	OpenDILabCommunity	OpenDILabCommunity/QbertNoFrameskip-v4-C51	16750	16750	0
9	sgoodfriend	sgoodfriend/dqn-QbertNoFrameskip-v4	16035.57	16071.88	36.31
10	sgoodfriend	sgoodfriend/dqn-impala-QbertNoFrameskip-v4	15650	15650	0
11	OpenDILabCommunity	OpenDILabCommunity/QbertNoFrameskip-v4-PPOOffPolicy	14950	14950	0
12	MattStammers	MattStammers/ppo-QbertNoFrameskip-v4	14407.91	16300	1892.09
13	Corianas	Corianas/ppo-QbertNoFrameskip-v4_3	14386.52	16147.5	1760.98
14	sb3	sb3/qrdqn-QbertNoFrameskip-v4	14256.65	15395	1138.35
15	sgoodfriend	sgoodfriend/ppo-impala-QbertNoFrameskip-v4	13858.92	14873.44	1014.52
16	qgallouedec	qgallouedec/ppo-QbertNoFrameskip-v4-3949146166	13852.76	16105	2252.24
17	Corianas	Corianas/ppo-QbertNoFrameskip-v4_3.load-best	12801.14	16115	3313.86
18	sb3	sb3/ppo-QbertNoFrameskip-v4	12554.92	15542.5	2987.58
19	qgallouedec	qgallouedec/ppo-QbertNoFrameskip-v4-956209243	12367.42	14842.5	2475.08
20	qgallouedec	qgallouedec/ppo-QbertNoFrameskip-v4-2630464825	10791.43	14762.5	3971.07
21	qgallouedec	qgallouedec/ppo-QbertNoFrameskip-v4-2872149816	9671.58	12212.5	2540.92
22	sgoodfriend	sgoodfriend/ppo-QbertNoFrameskip-v4	9524.17	13079.69	3555.52
23	qgallouedec	qgallouedec/ppo-QbertNoFrameskip-v4-3013272349	9251.45	12662.5	3411.05
24	qgallouedec	qgallouedec/ppo-QbertNoFrameskip-v4-1105060133	8870.42	11580	2709.58
25	Corianas	Corianas/PPO-QbertNoFrameskip-v4_2	8474.689999999999	12830	4355.31
26	Qilex	Qilex/ppo-QbertNoFrameskip-v4	7980.030000000001	11515	3534.97
27	qgallouedec	qgallouedec/ppo-QbertNoFrameskip-v4-968968511	7450.07	10567.5	3117.43
28	MattStammers	MattStammers/qrdqn-QbertNoFrameskip-v4	7121.02	14147.5	7026.48
29	qgallouedec	qgallouedec/QbertNoFrameskip-v4-dqn_atari-seed1	6143.85	10695	4551.15
30	cleanrl	cleanrl/QbertNoFrameskip-v4-dqn_atari-seed1	6143.85	10695	4551.15
31	MattStammers	MattStammers/dqn-QbertNoFrameskip-v4	4506.31	9365	4858.69
32	sb3	sb3/a2c-QbertNoFrameskip-v4	2263.1	3752.5	1489.4
33	igpaub	igpaub/dqn-QbertNoFrameskip-v4	1856.87	4957.5	3100.63
34	danieladejumo	danieladejumo/dqn-QbertNoFrameskip-v4	1673.74	3342.5	1668.76
35	sgoodfriend	sgoodfriend/vpg-QbertNoFrameskip-v4	398.09	410.42	12.33
36	Corianas	Corianas/PPO-QbertNoFrameskip-v4_1	377.06	570	192.94
37	open-rl-leaderboard	open-rl-leaderboard/random-QbertNoFrameskip-v4	0	-1000	-1000
38	sb3	sb3/dqn-QbertNoFrameskip-v4	-1228.41	5300	6528.41

Ranking	User	Model	Results	Mean Reward	Std Reward
1	sb3	sb3/tqc-BipedalWalker-v3	334.45000000000005	334.73	0.28
2	araffin	araffin/tqc-BipedalWalker-v3	332.41	332.83	0.42
3	MadFritz	MadFritz/tqc-BipedalWalker-v3	328.78000000000003	329.11	0.33
4	qgallouedec	qgallouedec/sac-BipedalWalker-v3-2067502711	321.38	321.84	0.46
5	OpenDILabCommunity	OpenDILabCommunity/BipedalWalker-v3-TD3	320.32	320.88	0.56
6	MadFritz	MadFritz/ppo-BipedalWalker-v3	319.96	320.69	0.73
7	sb3	sb3/td3-BipedalWalker-v3	318.13	318.83	0.7
8	MadFritz	MadFritz/sac-BipedalWalker-v3	318.07000000000005	318.72	0.65
9	OpenDILabCommunity	OpenDILabCommunity/BipedalWalker-v3-SAC	315.36	315.77	0.41
10	MadFritz	MadFritz/ars-BipedalWalker-v3	312.4	329.08	16.68
11	sgoodfriend	sgoodfriend/ppo-BipedalWalker-v3	311.69	312.94	1.25
12	meln1k	meln1k/ppo-BipedalWalker-v3	310.83	312.05	1.22
13	dyingc	dyingc/BipedalWalker-v3	309.37	311.65	2.28
14	frankcholula	frankcholula/td3-BipedalWalker-v3	308.45	309.27	0.82
15	MadFritz	MadFritz/td3-BipedalWalker-v3	305.59000000000003	306.79	1.2
16	format37	format37/BipedalWalker-v3	304.97	305.56	0.59
17	satcos	satcos/PPO-BipedalWalker-v3	304.76	307.55	2.79
18	DBusAI	DBusAI/PPO-BipedalWalker-v3-v2_1_same_submit	302.59	304.88	2.29
19	vukpetar	vukpetar/ppo-BipedalWalker-v3-v1	302.11	302.93	0.82
20	vukpetar	vukpetar/ppo-BipedalWalker-v3	302.07	302.55	0.48
21	DBusAI	DBusAI/PPO-BipedalWalker-v3-v2	301.57000000000005	303.47	1.9
22	DBusAI	DBusAI/PPO-BipedalWalker-v3	301.26	303.05	1.79
23	SuperSecureHuman	SuperSecureHuman/BipedalWalker-v3-TD3	301.12	302.94	1.82
24	UHS	UHS/PPO_Bipedal_Walker_Flat_Optimised	300.97	302.24	1.27
25	dlantonia	dlantonia/ppo-BipedalWalker-v3	300.07	301	0.93
26	sb3	sb3/sac-BipedalWalker-v3	299.77	300.53	0.76
27	sb3	sb3/a2c-BipedalWalker-v3	299.41	300.85	1.44
28	sgoodfriend	sgoodfriend/a2c-BipedalWalker-v3	297.35	297.94	0.59
29	daspartho	daspartho/ppo_walker	295.45	297.59	2.14
30	Nnarruqt	Nnarruqt/WalkerV3	291.33	293.33	2
31	sb3	sb3/ppo-BipedalWalker-v3	286.07	288.3	2.23
32	qgallouedec	qgallouedec/a2c-BipedalWalker-v3-3269560138	280.3	281.54	1.24
33	OpenDILabCommunity	OpenDILabCommunity/BipedalWalker-v3-A2C	277.49	277.68	0.19
34	OpenDILabCommunity	OpenDILabCommunity/BipedalWalker-v3-PPO	270.54	285.41	14.87
35	frankcholula	frankcholula/ppo-BipedalWalker-v3	269.79	271.87	2.08
36	chirbard	chirbard/ppo-BipedalWalker-v3	261.89	264.5	2.61
37	sgoodfriend	sgoodfriend/vpg-BipedalWalker-v3	229.75	242.02	12.27
38	dlantonia	dlantonia/BipedalWalker-v3	222.91	271.07	48.16
39	lazyrama	lazyrama/ppo-BipedalWalker-v3	218.91	225.84	6.93
40	Theaveas	Theaveas/ppo-BipedalWalker-v3	212.95	279.37	66.42
41	jayjay19630	jayjay19630/ppo-bipedalwalker-v3	209.28	224.54	15.26
42	jackoyoungblood	jackoyoungblood/ddpg-BipedalWalker-v3	205.8	287.74	81.94
43	Zarmonela	Zarmonela/ppo-BipedalWalker-v3	205.14	208.46	3.32
44	frankcholula	frankcholula/a2c-BipedalWalker-v3	198.72000000000003	285.1	86.38
45	karmall0xc	karmall0xc/ppo-bipedal-v3	195.31	202.02	6.71
46	satcos	satcos/DT-BipedalWalker-v3	191.82	196.2	4.38
47	Chris1	Chris1/ppo_lstm-BipedalWalker-v3-1	157.58	240.11	82.53
48	qgallouedec	qgallouedec/a2c-BipedalWalker-v3-1699815716	155.57999999999998	252.35	96.77
49	MattStammers	MattStammers/BipedalWalker-v3	128.72	135.58	6.86
50	bvk1ng	bvk1ng/bipedal_walker_ppo	127.33	209.63	82.3
51	RayanRen	RayanRen/ddpg-BipeadlWalker-v3	121.66	223.18	101.52
52	Alian3785	Alian3785/TEST2ppo-BipedalWalker-v3	119.1	126.62	7.52
53	koopatroopa787	koopatroopa787/ppo-BipedalWalker-v4	117.65	209.21	91.56
54	OpenDILabCommunity	OpenDILabCommunity/BipedalWalker-v3-DDPG	112.76999999999998	225.39	112.62
55	DBusAI	DBusAI/PPO-BipedalWalker-v3-v1	112.13	226.04	113.91
56	huph22	huph22/BipedalWalker-v3	104.59	109.44	4.85
57	mindwrapped	mindwrapped/ppo-BipedalWalker-v3	93.78	185.82	92.04
58	BarrelAcorn	BarrelAcorn/ppo-BipedalWalker-v3	72.87	140.46	67.59
59	zezafa	zezafa/bipedalwalker-v3	71.14	80.95	9.81
60	MattStammers	MattStammers/PPO_Bipedal_Hardcore_Trained_Flat_Env	56.52000000000001	200.22	143.7
61	Kenemo	Kenemo/ppo-BipedalWalker-v3	54.29999999999998	200.13	145.83
62	nadmozg	nadmozg/ppo-BipedalWalker-v3	35.96000000000001	152.15	116.19
63	sb3	sb3/trpo-BipedalWalker-v3	35.46000000000001	173.63	138.17
64	kitsonr	kitsonr/ppo-BipedalWalker-v3	31.570000000000007	71.26	39.69
65	wooii	wooii/PPO-BipedalWalker-v3	13.949999999999989	169.5	155.55
66	qgallouedec	qgallouedec/td3-BipedalWalker-v3-803448186	7.200000000000017	195.93	188.73
67	Vibudhbh	Vibudhbh/bipedal-walker-ppo	0	-1000	-1000
68	Tanaybh	Tanaybh/bipedal-walker-ppo	0	-1000	-1000
69	MattStammers	MattStammers/Bipedal_Walker_v3_Optimised-take1	-2.730000000000004	109.5	112.23
70	Rinnnt	Rinnnt/ppo-BipedalWalker-v3	-9.180000000000009	112.36	121.54
71	sb3	sb3/ddpg-BipedalWalker-v3	-11.110000000000014	153.32	164.43
72	qgallouedec	qgallouedec/ars-BipedalWalker-v3-2171650094	-18.28	89.47	107.75
73	MattStammers	MattStammers/ppo-Bipedal_Walker_v3-HardcoreTrained-take2	-37.51	13.49	51
74	MattStammers	MattStammers/td3-Bipedal_Walker_v3-HardcoreTrained	-41.49	50.22	91.71
75	ycchen233	ycchen233/ppo-test1	-57.88	-49.29	8.59
76	qgallouedec	qgallouedec/ars-BipedalWalker-v3-3141876264	-59.31	-41.95	17.36
77	MattStammers	MattStammers/ppo-Bipedal_Walker_v3-HardcoreTrained	-70.06	-14.3	55.76
78	coyotespike	coyotespike/lunarlanderV2	-71.79	-22.95	48.84
79	MattStammers	MattStammers/Bipedal_Faller_v3	-89.82	-86.71	3.11
80	MattStammers	MattStammers/SAC-Bipedal_Walker_v3-HardcoreTrained	-91.52	-31.49	60.03
81	koopatroopa787	koopatroopa787/ppo-BipedalWalker-v3	-92.61	-74.7	17.91
82	Ahmerraza12	Ahmerraza12/ppo-BipedalWalker	-92.88	-81.4	11.48
83	Mahanthesh0r	Mahanthesh0r/BipedalWalker-RL	-97.78	-58.54	39.24
84	pableitorr	pableitorr/ppo-BipedalWalker-v3	-101.82	-30.43	71.39
85	Aswath24	Aswath24/ppo-BipedalWalker-test	-102.32	-96.18	6.14
86	MattStammers	MattStammers/Bipedal_Walker_v3_Hardcore_Flat_Optimised	-104.74	-85.95	18.79
87	YoungMeng	YoungMeng/ppo-BipedalWalker-test	-104.86	-88.41	16.45
88	YoungMeng	YoungMeng/ppo-BipedalWalker	-109.47	-82.48	26.99
89	realdanghuy	realdanghuy/ppo-BipedalWalker-test	-122.06	-86.97	35.09
90	qgallouedec	qgallouedec/ddpg-BipedalWalker-v3-1727241535	-124.22	-119.12	5.1
91	reidmharris	reidmharris/ppo-BipedalWalker-v3	-125.23	-123.79	1.44
92	MadFritz	MadFritz/ars-BipedalWalkerHardcore-v3	-133.32	-97.25	36.07
93	CoderMan-O	CoderMan-O/ppo-BipedalWalker-v3	-144.74	-58.54	86.2
94	kitsonr	kitsonr/ddpg-BipedalWalker-v3	-160.69	-147.05	13.64

Ranking	User	Model	Results	Mean Reward	Std Reward
1	Emperor-WS	Emperor-WS/tqc-Walker2DBulletEnv-v0	2668.82	2674.29	5.47
2	sb3	sb3/tqc-Walker2DBulletEnv-v0	2653.01	2668.35	15.34
3	Emperor-WS	Emperor-WS/td3-Walker2DBulletEnv-v0-1	2535.3	2550.1	14.8
4	qgallouedec	qgallouedec/ppo-Walker2DBulletEnv-v0-2326884128	2534.37	2547.56	13.19
5	qgallouedec	qgallouedec/td3-Walker2DBulletEnv-v0-1035828328	2506.36	2528.44	22.08
6	trtd56	trtd56/ppo-Walker2DBulletEnv-v0	2409.69	2426.7	17.01
7	qgallouedec	qgallouedec/sac-Walker2DBulletEnv-v0-4075998952	2369.69	2379.92	10.23
8	workRL	workRL/ppo-Walker2DBulletEnv-v0	2339.98	2352.18	12.2
9	sb3	sb3/sac-Walker2DBulletEnv-v0	2285.6600000000003	2294.84	9.18
10	masterdezign	masterdezign/ppo-Walker2DBulletEnv-v0	2263.96	2286.76	22.8
11	sb3	sb3/td3-Walker2DBulletEnv-v0	2220.82	2240.34	19.52
12	sb3	sb3/ppo-Walker2DBulletEnv-v0	2113.86	2120.2	6.34
13	Al020198zee	Al020198zee/ppo-Walker2DBulletEnv-v0	2000.74	2014.75	14.01
14	epsil	epsil/ppo-Walker2DBulletEnv-v0	1952.66	1968.9	16.24
15	sgoodfriend	sgoodfriend/ppo-Walker2DBulletEnv-v0	1937.41	1943.44	6.03
16	qgallouedec	qgallouedec/ars-Walker2DBulletEnv-v0-910105956	1823.85	1887.35	63.5
17	Emperor-WS	Emperor-WS/td3-Walker2DBulletEnv-v0	1713.6499999999996	2280.24	566.59
18	sgoodfriend	sgoodfriend/a2c-Walker2DBulletEnv-v0	1006.12	1008.62	2.5
19	qgallouedec	qgallouedec/ppo-Walker2DBulletEnv-v0-2713533108	963.01	987.17	24.16
20	sb3	sb3/ddpg-Walker2DBulletEnv-v0	883.46	1495.73	612.27
21	ShreyasM	ShreyasM/a2c-Walker2DBulletEnv-v0	780.89	827.52	46.63
22	Forkits	Forkits/ppo-Walker2DBulletEnv-v0	773.8599999999999	1435.12	661.26
23	marci0929	marci0929/Walker2DBulletEnv-Walker2DBulletEnv-v0-100k	735.3	804.04	68.74
24	sgoodfriend	sgoodfriend/vpg-Walker2DBulletEnv-v0	560.1	603.87	43.77
25	sb3	sb3/a2c-Walker2DBulletEnv-v0	433.56	809.75	376.19
26	qgallouedec	qgallouedec/a2c-Walker2DBulletEnv-v0-1361160612	417.43	800.99	383.56
27	igpaub	igpaub/a2c-Walker2DBulletEnv-v0	252.62	504.15	251.53
28	qgallouedec	qgallouedec/a2c-Walker2DBulletEnv-v0-3640112043	161.86999999999995	573.31	411.44
29	ShreyasM	ShreyasM/sac-Walker2DBulletEnv-v0	154.52999999999997	475.78	321.25
30	sb3	sb3/trpo-Walker2DBulletEnv-v0	130.78999999999996	1055.77	924.98
31	ThomasSimonini	ThomasSimonini/ppo-Walker2DBulletEnv-v0	26.58	29.51	2.93
32	jianzhnie	jianzhnie/a2c-v1-Walker2DBulletEnv-v0	17.39	21	3.61
33	qgallouedec	qgallouedec/ddpg-Walker2DBulletEnv-v0-3340951477	10.70999999999998	181.42	170.71
34	Chris1	Chris1/a2c-Walker2DBulletEnv-v0	-101.3	159.01	260.31

Ranking	User	Model	Results	Mean Reward	Std Reward
1	Emperor-WS	Emperor-WS/sac-AntBulletEnv-v0-1	3552.49	3578.87	26.38
2	qgallouedec	qgallouedec/sac-AntBulletEnv-v0-3073263478	3532.18	3567.83	35.65
3	Emperor-WS	Emperor-WS/tqc-AntBulletEnv-v0	3467.29	3483.69	16.4
4	sb3	sb3/tqc-AntBulletEnv-v0	3436.28	3470.79	34.51
5	Emperor-WS	Emperor-WS/sac-AntBulletEnv-v0	3421.2200000000003	3436.13	14.91
6	sb3	sb3/td3-AntBulletEnv-v0	3198	3262.99	64.99
7	sb3	sb3/sac-AntBulletEnv-v0	3051.98	3102.39	50.41
8	sgoodfriend	sgoodfriend/a2c-AntBulletEnv-v0	3019.94	3050.2	30.26
9	matt-guay	matt-guay/a2c-AntBulletEnv-v0	2968.36	2990.83	22.47
10	jinhu2659	jinhu2659/a2c-AntBulletEnv-v0	2947.6	2969.2	21.6
11	zoltantensorfow	zoltantensorfow/a2c-AntBulletEnv-v0	2824.05	2836.29	12.24
12	sb3	sb3/ppo-AntBulletEnv-v0	2820.2000000000003	2878.4	58.2
13	kwecht	kwecht/a2c-AntBulletEnv-v0	2696.28	2794.24	97.96
14	qgallouedec	qgallouedec/a2c-AntBulletEnv-v0-3187979296	2688.34	2769.58	81.24
15	sgoodfriend	sgoodfriend/ppo-AntBulletEnv-v0	2656.99	2706.21	49.22
16	arbts	arbts/a2c-AntBulletEnv-v0	2575.49	2689.37	113.88

Ranking	User	Model	Results	Mean Reward	Std Reward
1	Emperor-WS	Emperor-WS/tqc-HalfCheetahBulletEnv-v0	3655.33	3674.71	19.38
2	sb3	sb3/tqc-HalfCheetahBulletEnv-v0	3637.41	3665.83	28.42
3	qgallouedec	qgallouedec/sac-HalfCheetahBulletEnv-v0-2975909910	3013.17	3033.34	20.17
4	Emperor-WS	Emperor-WS/sac-HalfCheetahBulletEnv-v0	2996.29	3038.56	42.27
5	RamonAnkersmit	RamonAnkersmit/tqc-HalfCheetahBulletEnv-v0	2911.24	2919.24	8
6	qgallouedec	qgallouedec/td3-HalfCheetahBulletEnv-v0-1268833893	2890.21	2919.88	29.67
7	sb3	sb3/ppo-HalfCheetahBulletEnv-v0	2801.81	2871.46	69.65
8	sb3	sb3/td3-HalfCheetahBulletEnv-v0	2800.92	2821.04	20.12
9	sb3	sb3/sac-HalfCheetahBulletEnv-v0	2771.87	2785.96	14.09
10	sb3	sb3/trpo-HalfCheetahBulletEnv-v0	2769.84	2786.65	16.81
11	sgoodfriend	sgoodfriend/ppo-HalfCheetahBulletEnv-v0	2744.4	2775.07	30.67
12	zoltantensorfow	zoltantensorfow/a2c-HalfCheetahBulletEnv-v0-a	2483.4	2497.21	13.81
13	qgallouedec	qgallouedec/ddpg-HalfCheetahBulletEnv-v0-1712752751	2444.63	2562.76	118.13
14	qgallouedec	qgallouedec/a2c-HalfCheetahBulletEnv-v0-2025636415	2431.4300000000003	2448.88	17.45
15	zoltantensorfow	zoltantensorfow/a2c-HalfCheetahBulletEnv-v0-b	2423.74	2457.48	33.74
16	sgoodfriend	sgoodfriend/a2c-HalfCheetahBulletEnv-v0	2336.05	2387.86	51.81
17	zoltantensorfow	zoltantensorfow/a2c-HalfCheetahBulletEnv-v0	2192.32	2214.72	22.4
18	sb3	sb3/a2c-HalfCheetahBulletEnv-v0	2077.59	2112.18	34.59
19	29thDay	29thDay/A2C-HalfCheetahBulletEnv-v0	1922.45	1967.35	44.9
20	sb3	sb3/ddpg-HalfCheetahBulletEnv-v0	1916.19	2082.81	166.62
21	meln1k	meln1k/a2c-HalfCheetahBulletEnv-v0	1824.8	1893.95	69.15
22	sgoodfriend	sgoodfriend/vpg-HalfCheetahBulletEnv-v0	1744.02	1783.45	39.43
23	qgallouedec	qgallouedec/a2c-HalfCheetahBulletEnv-v0-3672549345	1738.62	1775.78	37.16
24	kingabzpro	kingabzpro/a2c-HalfCheetahBulletEnv-v0	1626.02	1647.65	21.63
25	rebolforces	rebolforces/a2c-HalfCheetahBulletEnv-v0	1197.05	1281.1	84.05
26	Chris1	Chris1/a2c-HalfCheetahBulletEnv-v0	1162.92	1251.52	88.6
27	qgallouedec	qgallouedec/ars-HalfCheetahBulletEnv-v0-1258369920	1072.88	1091.01	18.13
28	pm390	pm390/a2c-HalfCheetahBulletEnv-v0	929.86	992	62.14
29	bguan	bguan/a2c-HalfCheetahBulletEnv-v0	798.9	937.4	138.5
30	RamonAnkersmit	RamonAnkersmit/a2c-HalfCheetahBulletEnv-v0	719.0500000000001	827.2	108.15
31	damilare-akin	damilare-akin/a2c-HalfCheetahBulletEnv-v0	574.9000000000001	931.23	356.33
32	RajMoodley	RajMoodley/a2c-HalfCheetahBulletEnv-v0	467.87	961.3	493.43
33	danieladejumo	danieladejumo/a2c-HalfCheetahBulletEnv-v0	-385.5099999999999	747.07	1132.58
34	abcp4	abcp4/a2c-HalfCheetahBulletEnv-v0	-1014.25	-891.37	122.88
35	kismet163	kismet163/ppo-LunarLander-v2	-1698.79	-1605.41	93.38

Ranking	User	Model	Results	Mean Reward	Std Reward
1	Emperor-WS	Emperor-WS/a2c-PandaReachDense-v2	-0.27	-0.19	0.08
2	alesthehuman	alesthehuman/a2c-PandaReachDense-v2	-0.28	-0.19	0.09
3	ankandrew	ankandrew/a2c-PandaReachDense-v2	-0.3	-0.24	0.06
4	marik0	marik0/tqc-PandaReachDense-v2	-0.31	-0.2	0.11
5	zoltantensorfow	zoltantensorfow/a2c-PandaReachDense-v2-d	-0.32	-0.23	0.09
6	dn-gh	dn-gh/TQC-PandaReachDense-v2	-0.32	-0.21	0.11
7	tommytran	tommytran/a2c-PandaReachDense-v2	-0.33	-0.26	0.07
8	pratsy	pratsy/a2c-PandaReachDense-v2	-0.33	-0.25	0.08
9	Artachtron	Artachtron/a2c-PandaReachDense-v2	-0.33	-0.22	0.11
10	eLarry	eLarry/a2c-PandaReachDense-v2	-0.34	-0.2	0.14
11	arbts	arbts/a2c-PandaReachDense-v2	-0.36	-0.24	0.12
12	Flynews	Flynews/a2c-PandaReachDense-v2	-0.36	-0.27	0.09
13	happycoding	happycoding/sac-PandaReachDense-v2	-0.37	-0.29	0.08
14	CoreyMorris	CoreyMorris/tqc-PandaReachDense-v2	-0.37	-0.27	0.1
15	vind	vind/a2c-PandaReachDense-v2	-0.39	-0.29	0.1
16	PeterDerLustige	PeterDerLustige/a2c-PandaReachDense-v2-lr-0.0001	-0.39	-0.3	0.09
17	Hariprasath28	Hariprasath28/a2c-PandaReachDense-v2	-0.39	-0.24	0.15

Ranking	User	Model	Results	Mean Reward	Std Reward
1	gputrain	gputrain/a2c-PandaReachDense-v3	-0.1699999999999999	-0.12	0.05
2	caiAtSNU	caiAtSNU/a2c-PandaReachDense-v3	-0.1699999999999999	-0.12	0.05
3	VatS-07	VatS-07/a2c-PandaReachDense-v3	-0.1699999999999999	-0.11	0.06
4	Bobodex	Bobodex/a2c-PandaReachDense-v3	-0.17	-0.13	0.04
5	stalaei	stalaei/DeepRL-a2c-PandaReachDense-v3	-0.18	-0.13	0.05
6	kowalsky	kowalsky/a2c-PandaReachDense-v3	-0.18	-0.13	0.05
7	adedayoakinade	adedayoakinade/a2c-PandaReachDense-v3	-0.18	-0.13	0.05
8	jcorblaz	jcorblaz/a2c-PandaReachDense-v3	-0.19	-0.12	0.07
9	jake-walker	jake-walker/a2c-PandaReachDense-v3	-0.19	-0.13	0.06

Ranking	User	Model	Results	Mean Reward	Std Reward
1	MLLEARNERAT	MLLEARNERAT/REinforce-Pixelcopter-PLE-v0	500	500	0
2	CoreyMorris	CoreyMorris/ppo-rl-zoo-Pixelcopter-PLE-v0	270.81999999999994	440.4	169.58
3	McCheng	McCheng/Reinforce-Pixelcopter	156.13000000000005	570.2	414.07
4	WilliamADSP	WilliamADSP/Reinforce-PixelCopter5	98	98	0
5	jensenwiedler	jensenwiedler/Reinforce-Pixelcopter-PLE-v0-it2	97.31	165.2	67.89