python pbt/pbt.py with fixed_mdp layout_name="simple" EX_NAME="pbt_simple" TOTAL_STEPS_PER_AGENT=8e6 REW_SHAPING_HORIZON=3e6 LR=2e-3 GPU_ID=2 POPULATION_SIZE=3 SEEDS="[8015, 3554,  581, 5608, 4221]" NUM_SELECTION_GAMES=6 VF_COEF=0.5 MINIBATCHES=10 TIMESTAMP_DIR=False
python pbt/pbt.py with fixed_mdp layout_name="unident_s" EX_NAME="pbt_unident_s" TOTAL_STEPS_PER_AGENT=1.1e7 REW_SHAPING_HORIZON=5e6 LR=8e-4 GPU_ID=3 POPULATION_SIZE=3 SEEDS="[8015, 3554,  581, 5608, 4221]" NUM_SELECTION_GAMES=6 VF_COEF=0.5 MINIBATCHES=10 TIMESTAMP_DIR=False # originally 1e-3
python pbt/pbt.py with fixed_mdp layout_name="random1" EX_NAME="pbt_random1" TOTAL_STEPS_PER_AGENT=5e6 REW_SHAPING_HORIZON=4e6 LR=8e-4 GPU_ID=1 POPULATION_SIZE=3 SEEDS="[8015, 3554,  581, 5608, 4221]" NUM_SELECTION_GAMES=6 VF_COEF=0.5 MINIBATCHES=10 TIMESTAMP_DIR=False
python pbt/pbt.py with fixed_mdp layout_name="random0" EX_NAME="pbt_random0" TOTAL_STEPS_PER_AGENT=8e6 REW_SHAPING_HORIZON=7e6 LR=3e-3 GPU_ID=1 POPULATION_SIZE=3 SEEDS="[8015, 3554,  581, 5608, 4221]" NUM_SELECTION_GAMES=6 VF_COEF=0.5 MINIBATCHES=10 TIMESTAMP_DIR=False
python pbt/pbt.py with fixed_mdp layout_name="random3" EX_NAME="pbt_random3" TOTAL_STEPS_PER_AGENT=6e6 REW_SHAPING_HORIZON=4e6 LR=1e-3 GPU_ID=1 POPULATION_SIZE=3 SEEDS="[8015, 3554,  581, 5608, 4221]" NUM_SELECTION_GAMES=6 VF_COEF=0.5 MINIBATCHES=10 TIMESTAMP_DIR=False