A few lessons learned in reinforcement learning for quadcopter attitude control-Reference-Cited by-同舟云学术

A few lessons learned in reinforcement learning for quadcopter attitude control

Published:2021-05-19 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control
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Author:

Bernini Nicola¹,Bessa Mikhail¹,Delmas Rémi¹,Gold Arthur¹,Goubault Eric²,Pennec Romain¹,Putot Sylvie²,Sillion François¹

Affiliation:

1. Uber ATCP, Paris, France

2. Ecole polytechnique, Palaiseau, France

Funder

DGA/MRIS

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3447928.3456707

Reference46 articles.

1. Temporal logic robustness for general signal classes

2. LNCS;Akazaki Takumi,2015

3. Derya Aksaray , Austin Jones , Zhaodan Kong, Mac Schwager, and Calin Belta. Q-learning for robust satisfaction of signal temporal logic specifications . In CDC. IEEE , 2016 . Derya Aksaray, Austin Jones, Zhaodan Kong, Mac Schwager, and Calin Belta. Q-learning for robust satisfaction of signal temporal logic specifications. In CDC. IEEE, 2016.

4. Raman Arora , Amitabh Basu , Poorya Mianjy , and Anirbit Mukherjee . Understanding deep neural networks with rectified linear units. CoRR, abs/1611.01491 , 2016 . Raman Arora, Amitabh Basu, Poorya Mianjy, and Anirbit Mukherjee. Understanding deep neural networks with rectified linear units. CoRR, abs/1611.01491, 2016.

5. Specification and Efficient Monitoring Beyond STL

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