AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published 8 days ago • 182
OpenComputer: Verifiable Software Worlds for Computer-Use Agents Paper • 2605.19769 • Published 8 days ago • 57
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Paper • 2605.10912 • Published 16 days ago • 45
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Paper • 2605.13941 • Published 14 days ago • 24
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Paper • 2605.09942 • Published 16 days ago • 15
MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading Paper • 2605.10268 • Published 16 days ago • 5
δ-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published 15 days ago • 122
Learning, Fast and Slow: Towards LLMs That Adapt Continually Paper • 2605.12484 • Published 15 days ago • 17
Continual Harness: Online Adaptation for Self-Improving Foundation Agents Paper • 2605.09998 • Published 16 days ago • 17
Safety Alignment as Continual Learning: Mitigating the Alignment Tax via Orthogonal Gradient Projection Paper • 2602.07892 • Published 15 days ago • 2
SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Paper • 2605.24117 • Published 5 days ago • 15