IB-RL: Isolated Bilateral Reinforcement Learning for Strategic Dialogue Agents

Senhao Wang, Chenghao Cai, Haitao Hu +4

Reinforcement learning (RL) has achieved strong results in improving large language models (LLMs) on tasks with stationary, verifiable rewards, such as mathematical reasoning and c…