Search Results for author: Bang You

Found 2 papers, 1 papers with code

Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning

no code implementations12 Sep 2022 Bang You, Jingming Xie, Youping Chen, Jan Peters, Oleg Arenz

Recent works based on state-visitation counts, curiosity and entropy-maximization generate intrinsic reward signals to motivate the agent to visit novel states for exploration.

Efficient Exploration reinforcement-learning +3

Integrating Contrastive Learning with Dynamic Models for Reinforcement Learning from Images

1 code implementation2 Mar 2022 Bang You, Oleg Arenz, Youping Chen, Jan Peters

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.

Contrastive Learning Data Augmentation +3

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