The Significance of Temporal-Difference Learning in Self-Play Training TD-rummy versus EVO-rummy

Proceedings, Twentieth International Conference on Machine Learning

Volumn 1, Issue , 2003, Pages 369-375

  Kotnik, Clifford ^a   Kalita, Jugal ^a  

^a UNIVERSITY OF COLORADO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IN-DISCARD-PILE (IDP); TEMPORAL-DIFFERENCE LEARNING;

ALGORITHMS; APPROXIMATION THEORY; GAME THEORY; NEURAL NETWORKS; NUMERICAL ANALYSIS; OPTIMIZATION;

LEARNING SYSTEMS;

EID: 1942420841     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Gibson, Walter. (1974). Hoyle's Modern Encyclopedia of Card Games. New York: Doubleday.
2. Kotnik, Clifford. (2003). Training Techniques for Sequential Decision Problems. Forthcoming Master of Science Thesis. University of Colorado at Colorado Springs.
3. Pollack J. B., Blair A. D. & and Land M. (1996). Coevolution of a Backgammon Player. Proceedings of the Fifth International Conference on Artificial Life.
4. SNNS Stuttgart Neural Network Simulator, University of Stuttgart and University of Tübingen, http://www-ra.informatik.imi-tuebingen.de/SNNS/
5. Sutton, Richard and Andrew Barto. (1998). Reinforcement Learning, An Introduction. Cambridge: MIT Press.
6. Tesauro, Gerald. (1995). Temporal Difference Learning and TD-Gammon. Communications of the ACM. Vol 38:3, 58-68.
7. Tesauro, Gerald. (1992). Practical Issues in Temporal Difference Learning. Machine Learning. Vol 8, 257-277