Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published 15 days ago • 135
ComBodied Agents: a New Paradigm of Human-Centric Agentic AI Paper • 2608.10915 • Published 14 days ago • 194
WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks Paper • 2608.03499 • Published 21 days ago • 8
LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents Paper • 2606.06087 • Published Jun 4 • 67
SWE-Explore: Benchmarking How Coding Agents Explore Repositories Paper • 2606.07297 • Published Jun 5 • 123
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories Paper • 2606.01311 • Published May 31 • 37
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Paper • 2605.14678 • Published May 19 • 108
KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance Paper • 2604.12627 • Published Apr 14 • 102
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published Apr 14 • 115
AgentSocialBench: Evaluating Privacy Risks in Human-Centered Agentic Social Networks Paper • 2604.01487 • Published Apr 1 • 11
SLEA-RL: Step-Level Experience Augmented Reinforcement Learning for Multi-Turn Agentic Training Paper • 2603.18079 • Published Mar 18 • 1