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Recent Advances in Reinforcement Learning

by Leslie Pack Kaelbling

Recent Advances in Reinforcement Learning cover
  • ISBN: 9780792397052
  • ISBN10: 0792397053

Recent Advances in Reinforcement Learning

by Leslie Pack Kaelbling

  • List Price: $169.00
  • Binding: Hardcover
  • Publisher: Kluwer Academic Pub
  • Publish date: 06/01/1996
  • ISBN: 9780792397052
  • ISBN10: 0792397053
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Description: Editorial; T.G. Dietterich. Introduction; L.P. Kaelbling. Efficient Reinforcement Learning Through Symbiotic Evolution; D.E. Moriarty, R. Mikkulainen. Linear Least-Squares Algorithms for Temporal Difference Learning; S.J. Bradtke, A.G. Barto. Feature-Based Methods for Large Scale Dynamic Programming; J.N. Tsitsiklis, B. Van Roy. On the Worst-Case Analysis of Temporal-Difference Learning Algorithms; R.E. Schapire, M.K. Warmuth. Reinforcement Learning with Replacing Eligibility Traces; S.P. Singh, R.S. Sutton. Average Reward Reinforcement Learning: Foundations, Algorithms, and Empirical Results; S. Mahadevan. The Loss from Imperfect Value Functions in Expectation-Based and Minimax-Based Tasks; M. Heger. The Effect of Representation and Knowledge on Goal-Directed Exploration with Reinforcement-Learning Algorithms; S. Koenig, R.G. Simmons. Creating Advice-Taking Reinforcement Learners; R. Maclin, J.W. Shavlik. Technical Note: Incremental Multi-Step Q-Learning; J. Peng, R.J. Williams.
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