Policy and World Modeling Co-Training for Language Agents

Ning Lu, Baijiong Lin, Shengcai Liu +9

Reinforcement learning (RL) improves large language model (LLM) agents by teaching them which actions lead to high rewards, but provides little supervision on what those actions do…