Safe residual reinforcement learning for helicopter aerial refueling

Author:

Jayarathne Damsara1,Paternain Santiago2,Mishra Sandipan1

Affiliation:

1. Aerospace and Nuclear Engineering of Rensselaer Polytechnic Institute,Department of Mechanical,Troy,NY

2. Computer, and Systems Engineering of Rensselaer Polytechnic Institute,Department of Electrical,Troy,NY

Publisher

IEEE

Reference22 articles.

1. Reward constrained policy optimization;tessler,2018

2. Reinforcement learning and model predictive control for robust embedded quadrotor guidance and control

3. Adaptive Control of a Mechatronic System Using Constrained Residual Reinforcement Learning

4. Safe policies for reinforcement learning via primal-dual methods;paternain;IEEE Transactions on Automatic Control,2022

5. Natural policy gradient primal-dual method for constrained markov decision processes;ding;Advances in neural information processing systems,2020

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