Complex-valued reinforcement learning

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 5, Issue , 2006, Pages 4175-4179

  Hamagami, Tomoki ^a   Shibuya, Takashi ^a   Shimada, Shingo ^a  

^a YOKOHAMA NATIONAL UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; LEARNING ALGORITHMS; MOBILE ROBOTS; NEURAL NETWORKS; PROBLEM SOLVING; PROFITABILITY; TIME SERIES ANALYSIS;

INTELLIGENT BEHAVIOR; PROFIT SHARING; Q-LEARNING; STATE-ACTION FUNCTIONS;

REINFORCEMENT LEARNING;

EID: 34548142178     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2006.384789     Document Type: Conference Paper

References (10)

1. R.S.Sutton, A.G.Barto, Reinforcement Learning: An Introduction, MIT Press, 1998.
2. L.P.Kaelbling, M.L.Littman, A.W.Moore, "Reinforcement Learning: A Survey," Journal of Artificial Intelligence Research, Vol.4, pp. 237-285, 1996.
3. T.Hamagami, H.Hirata, "State Space Partitioning and Clustering with Sensor Alignment for Autonomous Robots," Proc of IEEE International Conference on Systems, Man and Cybernetics, pp.2655-2660, 2005.
4. T.Hamagami, H.Hirata, T.Hamagami, H.Hirata, "Development of Intelligent Wheelchair Acquiring Autonomous, Cooperative, and Collaborative Behavior," Proc of IEEE International Conference on Systems, Man and Cybernetics, pp.3235-3530, 2004.
5. R. A. McCallum, "Instance-based utile distinctions for reinforcement learning with hidden state," In Proceedings of the Twelfth International Conference on Machine Learning, pp. 387-395, 1995.
6. M. Wiering and J. Schmidhuber, "HQ-learning," Adaptive Behavior, vol. 6.2, pp.219-246, 1998.
7. Satinder Singh, Michael L. Littman, Nicholas K. Jong, David Pardoe, and Peter Stone, "Learning predictive state representations," In Proceedings of the Twentieth International Conference on Machine Learning, pp. 712-719, 2003.
8. Hamagami, T.; Koakutsu, S.; Hirata, H.,"Reinforcement learning to compensate for perceptual aliasing using dynamic additional parameter: motivational value," Systems, Man and Cybernetics, 2002 IEEE International Conference on Volume. 2, pp. 1-6, 2002.
9. "Complex-Valued Neural Networks : Theories and Applications" A. Hirose, ed., Series on Innovative Intelligence, World Scientific Publishing Co. Pte. Ltd., Singapore, Nov. 2003.
10. A.G.Barto, R.S.Sutton, C.W.Anderson, "Neuronlike elements that can solve difficult learning control problems," IEEE Trans. on Systems, Man, and Cybernetics, 13, pp.835-846, 1983.