On playing games without knowing the rules

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

Volumn 4, Issue , 2001, Pages 1862-1868

  Batalov, Denis V ^a   Oommen, B John ^a  

^a CARLETON UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; GAME THEORY; LEARNING SYSTEMS; NETWORK PROTOCOLS;

LEARNING MECHANISM; REINFORCEMENT LEARNING;

ARTIFICIAL INTELLIGENCE;

EID: 0035792706     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

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2. G. Tesauro, "TD-Gammon, a self-teaching backgammon program, achieves master-level play", Neural Computation, 6(2), pp 215-219, 1994.
3. M. Newborn, Kasparov versus Deep Blue. Computer Chess Comes of Age, Springer-Verlag, New York, 1996.
4. D.V. Batalov, Generalizing Learning Philosophies (tentative title), Ph.D. Thesis. In preparation, 2002.
5. D.V. Batalov and B. John Oommen, On Playing Games without Knowing the Rules, Unabridged version of this paper. To be submitted for publication, 2001.
6. L.G. Valiant, "Rationality", Proceedings of the Eighth Annual Conference on Computation Learning Theory, pp 3-14, Santa Cruz, California, USA, 1995.
7. N.J. Nilsson, Principles of Artificial Intelligence, Morgan Kaufmann Publishers, Los Altos, California, 1980.
8. A.L. Samuel, "Some studies in machine learning using the game of checkers II - recent progress", IBM Jour. R & D, 11(6), pp 601-617, 1967.
9. L.P. Kaelbling, L.M. Littman and A.W. Moore, "Reinforcement Learning: a survey", Journal of Artificial Intelligence Research, Vol. 4, pp. 237-285, 1996.
10. C. Watkins, Learning from delayed rewards (Ph.D. dissertation), King's College, Cambridge, England, 1989.
11. D. Michie, "Trial and error", In S.A. Barnett and A. McLaren (eds.), Science Survey, Part 2, pp 129-145, Penguin, Harmondsworth, 1961.