Robustness of linearly solvable Markov games employing inaccurate dynamics model

Author:

Kinjo Ken,Uchibe Eiji,Doya Kenji

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,General Biochemistry, Genetics and Molecular Biology

Reference12 articles.

1. Başar T, Bernhard P (1995) H $$^\infty$$ ∞ -optimal control and related minimax design problems. A dynamic game approach. Birkhäuser, Basel

2. Burdelis MAP, Ikeda K (2014) Estimating passive dynamics distributions in linearly solvable markov decision processes from measured immediate costs in reinforcement learning problems. SICE J Control Meas Syst Integr 7(1):48–54

3. da Silva M, Durand F, Popović J (2009) Linear Bellman combination for control of character animation. ACM Trans Graph 28(3):82:1–82:10

4. Dvijotham K, Todorov E (2011) A unifying framework for linearly solvable control. In: Proceedings of the 27th annual conference on uncertainty in artificial intelligence. AUAI Press, Arlington, pp 179–186.

5. Dvijotham K, Todorov E (2012) Linearly solvable Markov games. In: Proceedings of American Control conference, pp 1845–1850

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1. Search for Robust Policies in Reinforcement Learning;Proceedings of the 12th International Conference on Agents and Artificial Intelligence;2020

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