Improved Robustness of Reinforcement Learning Based on Uncertainty and Disturbance Estimator

Author:

Choi Jinsuk1,Park Hyunbeen1,Baek Jongchan1,Han Soohee1

Affiliation:

1. Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Korea,37673

Publisher

IEEE

Reference42 articles.

1. Continuous control with deep reinforcement learning;lillicrap;CoRR,2015

2. On the robustness and performance of disturbance observers for second-order systems

3. Policy gradient methods for reinforcement learning with function approximation;sutton;Advances in neural information processing systems,2000

4. Fractional Order Disturbance Observer for Robust Vibration Suppression

5. Sparse Variational Deterministic Policy Gradient for Continuous Real-Time Control

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