Licheng Liu

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authored a paper 3 days ago

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published 5 days ago • 52

authored a paper 9 months ago

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning

Paper • 2507.14295 • Published Jul 18, 2025 • 14

authored a paper 11 months ago

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Paper • 2504.20073 • Published Apr 24, 2025 • 12