Residual Sarsa algorithm with function approximation

Author:

Qiming Fu,Wen Hu,Quan Liu,Heng Luo,Lingyao Hu,Jianping Chen

Funder

National Natural Science Foundation of China

Natural Science Foundation of Jiangsu

High School Natural Foundation of Jiangsu

Fundation of Ministry of Housing and Urban-Rural Development of the People’s Republic of China

Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University

Suzhou Industrial application of basic research program part

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Software

Reference28 articles.

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2. Liu, Q., Fu, Q.M., Gong, S.R., Fu, Y.C., Cui, Z.M.: Reinforcement learning algorithm based on minimum state method and average reward. J. Commun. 32(1), 66–71 (2011)

3. Sutton, R.S.: Learning to predict by the method of temporal differences. Mach. Learn. 3, 9–44 (1988)

4. Go, C.K., Lao, B., Yoshimoto J., et al.: A reinforcement learning approach to the shepherding task using Sarsa. In: Proceedings of International Joint Conference on Neural Networks (IJCNN), Kuala Lumpur, Malaysia (2016)

5. Chettibi, S., Chikhi, S.: Dynamic fuzzy logic and reinforcement learning for adaptive energy efficient routing in mobile ad-hoc networks. Appl. Soft Comput. 38, 321–328 (2016)

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