Using Control Theory for Analysis of Reinforcement Learning and Optimal Policy Properties in Grid-World Problems

S. Mostapha Kalami Heris, Mohammad-Bagher Naghibi Sistani, Naser Pariz. Using Control Theory for Analysis of Reinforcement Learning and Optimal Policy Properties in Grid-World Problems. In De-Shuang Huang, Kang-Hyun Jo, Hong Hee Lee, Hee-Jun Kang, Vitoantonio Bevilacqua, editors, Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 5th International Conference on Intelligent Computing, ICIC 2009, Ulsan, South Korea, September 16-19, 2009, Proceedings. Volume 5755 of Lecture Notes in Computer Science, pages 276-285, Springer, 2009. [doi]

Abstract

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