Tong Cheng

SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation

The advent of abundant image data has catalyzed the advancement of visual control in reinforcement learning (RL) systems, leveraging multiple view- points to capture the same physical states, which could enhance control performance theoretically. However, integrating multi-view data into representat…