Meta-RL Induces Exploration in Language Agents

Yulun Jiang, Liangze Jiang, Damien Teney +2

Reinforcement learning (RL) has enabled the training of large language model (LLM) agents to interact with the environment and to solve multi-turn long-horizon tasks. However, the…