Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models

Author:

Liu Yi1,Datta Gaurav1,Novoseller Ellen2,Brown Daniel S.3

Affiliation:

1. UC Berkeley

2. Army Research Lab

3. University of Utah

Publisher

IEEE

Reference64 articles.

1. Learning from suboptimal demonstration via self-supervised reward regression;chen;Conference on Robot Learning,0

2. Model-Free Preference-Based Reinforcement Learning

3. Exploration by random network distillation;burda;the Seventh International Conference on Learning Representations,0

4. On Learning From Game Annotations

5. Deep rein- forcement learning in a handful of trials using probabilistic dynamics models;chua;Advances in neural information processing systems,2018

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