tracked author

Zhiyin Yu

First author and public bibliography maintainer for the ACL 2026 data-scarcity RL survey; also first author of EasyRL and contributor to InternAgent-1.5.

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归档 Jul 16, 2026

A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions

把 LLM 强化学习中的高成本外部监督与有限内部生成经验统一到 data、training、framework 三层九类干预点，并组织为一份覆盖 125 条文献记录的设计地图。

待审阅 2604.17312-rl-llm-data-scarcity-survey Reasoning RL Rollout Optimization Reward Modeling