MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 62
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published Dec 31, 2025 • 154
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning Paper • 2509.25760 • Published Sep 30, 2025 • 55
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 137
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs Paper • 2507.09477 • Published Jul 13, 2025 • 88
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning Paper • 2505.16421 • Published May 22, 2025 • 19
Large Language Model Agent: A Survey on Methodology, Applications and Challenges Paper • 2503.21460 • Published Mar 27, 2025 • 83
