RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published 30 days ago • 221
Adaptive Auto-Harness: Sustained Self-Improvement for Agentic System Deployment on Open-Ended Task Streams Paper • 2606.01770 • Published Jun 1 • 11
Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Paper • 2605.30621 • Published May 28 • 22
MAPPO-PIS: A Multi-Agent Proximal Policy Optimization Method with Prior Intent Sharing for CAVs' Cooperative Decision-Making Paper • 2408.06656 • Published Aug 13, 2024
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines Paper • 2509.21320 • Published Sep 25, 2025 • 101
TeLL-Drive: Enhancing Autonomous Driving with Teacher LLM-Guided Deep Reinforcement Learning Paper • 2502.01387 • Published Feb 3, 2025
SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence Paper • 2512.22334 • Published Dec 26, 2025 • 39
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 76
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read Paper • 2602.22426 • Published Feb 25 • 1
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published Mar 17 • 141
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory Paper • 2604.01007 • Published Apr 2 • 29
ClawArena: Benchmarking AI Agents in Evolving Information Environments Paper • 2604.04202 • Published Apr 5 • 34
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Paper • 2605.13941 • Published May 13 • 16
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Paper • 2605.13941 • Published May 13 • 16
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Paper • 2605.13941 • Published May 13 • 16
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory Paper • 2604.01007 • Published Apr 2 • 29
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published Mar 17 • 141