KALM: Knowledgeable Agent by Offline Reinforcement Learning from Large Language Model Rollouts Jing-Cheng Pang, Si-Hang Y ang, Kaiyuan Li, Xiong-Hui Chen, Nan T ang, Y ang Y u

Oct-10-2025, 19:42:35 GMT–Neural Information Processing Systems 

Reinforcement learning (RL) traditionally trains agents using interaction data, which limits their capabilities to the scope of the training data.