CAST: Game Solvers as Turn-Level Teachers for LLM Agents Paper • 2607.25308 • Published 3 days ago • 28
SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published 2 days ago • 18
GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection Paper • 2605.28534 • Published May 27 • 24
Look Before You Leap: Autonomous Exploration for LLM Agents Paper • 2605.16143 • Published May 15 • 10
AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation Paper • 2604.18240 • Published Apr 20 • 17
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs Paper • 2602.03048 • Published Feb 3 • 32