Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory Paper • 2607.27919 • Published 2 days ago • 48
Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability Paper • 2607.26637 • Published 3 days ago • 6
SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published 3 days ago • 25
Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning Paper • 2607.21653 • Published 10 days ago • 30
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills Paper • 2607.22529 • Published 8 days ago • 47
DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines Paper • 2607.16617 • Published 14 days ago • 137
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published 13 days ago • 92
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 24 days ago • 91
AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Paper • 2607.13705 • Published 17 days ago • 45
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 18 days ago • 230
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory Paper • 2607.10350 • Published 17 days ago • 85
Video-Oasis: Rethinking Evaluation of Video Understanding Paper • 2603.29616 • Published about 1 month ago • 65