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Machine Learning, Volume 49, 2002
Volume 49, Number 1, October 2002
- Fredrik A. Dahl

:
The Lagging Anchor Algorithm: Reinforcement Learning in Two-Player Zero-Sum Games with Imperfect Information. 5-37 - Michael D. Lee

:
A Simple Method for Generating Additive Clustering Models with Limited Complexity. 39-58 - Shaul Markovitch, Dan Rosenstein:

Feature Generation Using General Constructor Functions. 59-98
Volume 49, Number 2-3, November-December 2002
- Satinder Singh:

Introduction. 107-109 - Hui Tong, Timothy X. Brown:

Reinforcement Learning for Call Admission Control and Routing under Quality of Service Constraints in Multimedia Networks. 111-139 - Amy McGovern, J. Eliot B. Moss, Andrew G. Barto:

Building a Basic Block Instruction Scheduler with Reinforcement Learning and Rollouts. 141-160 - Dirk Ormoneit, Saunak Sen:

Kernel-Based Reinforcement Learning. 161-178 - John N. Tsitsiklis, Benjamin Van Roy:

On Average Versus Discounted Reward Temporal-Difference Learning. 179-191 - Michael J. Kearns, Yishay Mansour, Andrew Y. Ng:

A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes. 193-208 - Michael J. Kearns, Satinder Singh:

Near-Optimal Reinforcement Learning in Polynomial Time. 209-232 - Justin A. Boyan:

Technical Update: Least-Squares Temporal Difference Learning. 233-246 - José del R. Millán

, Daniele Posenato, Eric Dedieu:
Continuous-Action Q-Learning. 247-265 - Oliver Mihatsch, Ralph Neuneier:

Risk-Sensitive Reinforcement Learning. 267-290 - Rémi Munos, Andrew W. Moore:

Variable Resolution Discretization in Optimal Control. 291-323 - David J. Foster, Peter Dayan

:
Structure in the Space of Value Functions. 325-346

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