Efficient Reinforcement Learning by Guiding World Models with Non-Curated Data

Yi Zhao, Aidan Scannell, Wenshuai Zhao +7

Leveraging offline data is a promising way to improve the sample efficiency of online reinforcement learning (RL). This paper expands the pool of usable data for offline-to-online…