An extension of genetic network programming with reinforcement learning using actor-critic

2006 IEEE Congress on Evolutionary Computation, CEC 2006

Volumn , Issue , 2006, Pages 1537-1543

  Hatakeyama, Hiroyuki ^b   Mabu, Shingo ^a,b   Hirasawa, Kotaro ^a,b   Hu, Jinglu ^b  

^a IEEE   (Japan)

^b WASEDA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ACTOR-CRITIC; EXPRESSION ABILITY; GENETIC NETWORK PROGRAMMING; KHEPERA SIMULATOR;

COMPUTATION THEORY; COMPUTER SIMULATION; GRAPH THEORY; MATHEMATICAL MODELS; REINFORCEMENT LEARNING;

GENETIC ALGORITHMS;

EID: 34547365679     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Toru Eguchi, Kotaro Hirasawa, Jinglu Hu and Noriko Ota, "A Study of Evolutionary Multiagent Models Based on Symbiosis", IEEE Trans. on Systems, Man and Cybernetics, Part B, Vol.35, No1, pp. 179-193, 2006.
2. Shingo Mabu, Kotaro Hirasawa, Jinglu Hu and Junichi Murata, "Online Learning of Genetic Network Programming", in 2002 Congress on Evolutionary Computation, pp. 321-326, 2002.
3. Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, "Gnenetic Network Programming with Learning and Evolution for Adapting to Dynamical Environments", in 2003 Congress on Evolutionary Computation, pp. 69-76, 2003.
4. Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, "Genetic Network Programming with Reinforcement Learning and its Performance Evaluation", in 2004 Gnenetic and Evolutionary Computation Conference, part II pp. 710-711, 2004.
5. R. S. Sutton and A. G. Barto, "Reinforcement Learning - An Introduction", MIT Press Cambridge, Massachusetts, London, England, 1998.
6. D. B. Fogel, "An introduction to simulated evolutionary optimization", IEEE Trans, on Neural Networks, Vol.5, No.1, pp.3-14, 1994
7. Olivier Michel, "Khepera Simulator Package version 2.0: Freeware mobile robot simulator written at the University of Nice Sophia-Antipolis by Olivier Michel. Downloadable from the World Wide Web at http://diwww.epfl.ch/ lami/team/michel/khep-sim/", 1996.