Recent Advances in Reinforcement Learning
- List Price: $169.00
- Binding: Hardcover
- Publisher: Kluwer Academic Pub
- Publish date: 06/01/1996
Description:
Editorial.- Efficient Reinforcement Learning through Symbiotic Evolution.- Linear Least-Squares Algorithms for Temporal Difference Learning.- Feature-Based Methods for Large Scale Dynamic Programming.- On the Worst-Case Analysis of Temporal-Difference Learning Algorithms.- Reinforcement Learning with Replacing Eligibility Traces.- Average Reward Reinforcement Learning: Foundations, Algorithms, and Empirical Results.- The Loss from Imperfect Value Functions in Expectation-Based and Minimax-Based Tasks.- The Effect of Representation and Knowledge on Goal-Directed Exploration with Reinforcement-Learning Algorithms.- Creating Advice-Taking Reinforcement Learners.- Technical Note.
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