Robust Reinforcement Learning using Offline Data

Kishan Panaganti, Zaiyan Xu, Dileep Kalathil +1

The goal of robust reinforcement learning (RL) is to learn a policy that is robust against the uncertainty in model parameters. Parameter uncertainty commonly occurs in many real-w…