FORLER: Federated Offline Reinforcement Learning with Q-Ensemble and Actor Rectification

Nan Qiao, Sheng Yue

In Internet-of-Things systems, federated learning has advanced online reinforcement learning (RL) by enabling parallel policy training without sharing raw data. However, interactin…