On learning soccer strategies

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1327, Issue , 1997, Pages 769-774

  Sałustowicz, Rafał ^a   Wiering, Marco ^a   Schmidhuber, Jürgen ^a  

^a DALLE MOLLE INSTITUTE FOR ARTIFICIAL INTELLIGENCE IDSIA   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

MULTI AGENT SYSTEMS; NEURAL NETWORKS; PROBABILITY DISTRIBUTIONS; REINFORCEMENT LEARNING; SPORTS;

CURRENT INPUT; EVALUATION FUNCTION; LINEAR NEURAL NETWORK; MULTI-AGENT LEARNING; POSITION DEPENDENTS; PROBABILISTIC INCREMENTAL PROGRAM EVOLUTION; Q-LEARNING; TEAM SIZE;

LEARNING ALGORITHMS;

EID: 0345593940     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0020247     Document Type: Conference Paper

References (7)

1. D. P. Bertsekas. Neuro-Dynamic Programming. Athena Scientific, Belmont, MA, 1996.
2. N. L. Cramer. A representation for the adaptive generation of simple sequential programs. In J.J. Grefenstette, editor, Proceedings of an International Conference on Genetic Algorithms and Their Applications, pages 183-187, Hillsdale NJ, 1985. Lawrence Erlbaum Associates.
3. L. A. Levin. Universal sequential search problems. Problems of Information Transmission, 9(3):265-266, 1973.
4. L. J. Lin. Reinforcement Learning for Robots Using Neural Networks. PhD thesis, Carnegie Mellon University, Pittsburgh, January 1993.
5. M. L. Littman. Markov games as a framework for multi-agent reinforcement learning. In A. Prieditis and S. Russell, editors, Machine Learning: Proceedings of the Eleventh International Conference, pages 157-163. Morgan Kaufmann Publishers, San Francisco, CA, 1994.
6. R. P. Sałustowicz and J. Schmidhuber. Probabilistic incremental program evolution. Evolutionary Computation, to appear, 1997. See http://ftp.idsia.eh/pub/rafal/-PIPE.ps.gz.
7. R. P. Sałustowicz, M. A. Wiering, and J. Schmidhuber. Learning team strategies with multiple policy-sharing agents: A soccer case study. Technical Report IDSIA-29-97, IDSIA, 1997. See http://ftp.idsia.ch/pub/rafal/soccer.ps.gz.