EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published 6 days ago • 41
SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published 14 days ago • 28
Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought Paper • 2601.21081 • Published Jan 28
From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning Paper • 2604.19516 • Published Apr 21 • 2
ToolACE-MCP: Generalizing History-Aware Routing from MCP Tools to the Agent Web Paper • 2601.08276 • Published Jan 13 • 7
RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction Paper • 2601.06966 • Published Jan 11 • 9
SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents Paper • 2508.02085 • Published Aug 4, 2025 • 2
RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving Paper • 2505.21577 • Published May 27, 2025 • 3