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COLT
2000
Springer
13 years 9 months ago
On the Difficulty of Approximately Maximizing Agreements
Shai Ben-David, Nadav Eiron, Philip M. Long
COLT
2000
Springer
13 years 9 months ago
Improved Algorithms for Theory Revision with Queries
Judy Goldsmith, Robert H. Sloan, Balázs Sz&...
COLT
2000
Springer
13 years 9 months ago
Continuous Drifting Games
We combine the results of [13] and [8] and derive a continuous variant of a large class of drifting games. Our analysis furthers the understanding of the relationship between boos...
Yoav Freund, Manfred Opper
COLT
2000
Springer
13 years 9 months ago
Estimation and Approximation Bounds for Gradient-Based Reinforcement Learning
We model reinforcement learning as the problem of learning to control a Partially Observable Markov Decision Process (  ¢¡¤£¦¥§  ), and focus on gradient ascent approache...
Peter L. Bartlett, Jonathan Baxter
COLT
2000
Springer
13 years 9 months ago
Barrier Boosting
Boosting algorithms like AdaBoost and Arc-GV are iterative strategies to minimize a constrained objective function, equivalent to Barrier algorithms. Based on this new understandi...
Gunnar Rätsch, Manfred K. Warmuth, Sebastian ...