Equivariant Data Augmentation for Generalization in Offline Reinforcement Learning

Cristina Pinneri, Sarah Bechtle, Markus Wulfmeier +4

We present a novel approach to address the challenge of generalization in offline reinforcement learning (RL), where the agent learns from a fixed dataset without any additional in…