Yuxin Zuo

A Survey of Reinforcement Learning for Large Reasoning Models

[ICLR 2026] SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

[NeurIPS 2025] TTRL: Test-Time Reinforcement Learning

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Qwen-AgentWorld: Language World Models for General Agents