Reinforcement Learning


Overview Introduction TD-Learning Algorithms Applet Follow Up Source Code


  1. Sutton, Richard S. and Barto, Andrew G., Reinforcement Learning: An Introduction, MIT Press, 1998
  2. The Reinforcement Learning Repository, University of Massachusetts, Amherst
  3. Tesauro, Gerald, Temporal Difference Learning and TD-Gammon, Communications of the Association for Computing Machinery, March 1995 / Vol 38, No. 3
  4. Perez, Andres, Reinforcement Learning and Autonomous Robots - collection of links to tutorials, books and applications


The following websites also contain a wealth of information on Reinforcement Learning and Machine Learning:

  1. Machine Learning and Friends at Carnegie Mellon University
  2. Reinforcement Learning: A Survey
  3. Bibliography on Reinforcement Learning
  4. David J. Finton's Reinforcement Learning Page


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