Self-Evolving Coding Agents via Harness-Policy Optimization Paper • 2610.22791 • Published 24 days ago • 49
EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents Paper • 2610.13021 • Published about 1 month ago • 30
Harness^2: Recursive Agent Harnessing for an Open World Paper • 2610.14224 • Published about 1 month ago • 68
PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins Paper • 2609.32423 • Published Sep 26 • 8
Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning Paper • 2606.24428 • Published Jun 23 • 15
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments Paper • 2605.27209 • Published May 26 • 13
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions Paper • 2605.27141 • Published May 26 • 18
Look Before You Leap: Autonomous Exploration for LLM Agents Paper • 2605.16143 • Published May 15 • 9
ReSI: Recursive Safety Improvement toward Resistant and Resilient AI Paper • 2610.12233 • Published Oct 8 • 30
PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins Paper • 2609.32423 • Published Sep 26 • 8
PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins Paper • 2609.32423 • Published Sep 26 • 8
Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents Paper • 2609.23986 • Published Sep 21 • 25
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Paper • 2608.27456 • Published Aug 27 • 54
JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution Paper • 2608.25593 • Published Aug 26 • 63
MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use Paper • 2608.20202 • Published Aug 20 • 30
SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation Paper • 2608.02287 • Published Aug 3 • 27
AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning Paper • 2608.05987 • Published Aug 6 • 83