Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning

Qi Wang, Zhipeng Zhang, Baao Xie +6

Training visual reinforcement learning (RL) in practical scenarios presents a significant challenge, $\text{i.e.,}$ RL agents suffer from low sample efficiency in environments wi…