17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning
Bang You, Jingming Xie, Youping Chen +2
Effective exploration is critical for reinforcement learning agents in environments with sparse rewards or high-dimensional state-action spaces. Recent works based on state-visitat…
cs.LG2022★ 17 cited
Integrating Contrastive Learning with Dynamic Models for Reinforcement Learning from Images
Bang You, Oleg Arenz, Youping Chen +1
Recent methods for reinforcement learning from images use auxiliary tasks to learn image features that are used by the agent's policy or Q-function. In particular, methods based on…