Internalizing World Models via Self-Play Finetuning for Agentic RL

Shiqi Chen, Tongyao Zhu, Zian Wang +7

Large Language Models (LLMs) as agents often struggle in out-of-distribution (OOD) scenarios. Real-world environments are complex and dynamic, governed by task-specific rules and s…