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COLT
2000
Springer
13 years 10 months ago
On the Difficulty of Approximately Maximizing Agreements
Shai Ben-David, Nadav Eiron, Philip M. Long
COLT
2000
Springer
13 years 10 months ago
Improved Algorithms for Theory Revision with Queries
Judy Goldsmith, Robert H. Sloan, Balázs Sz&...
COLT
2000
Springer
13 years 10 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 10 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 10 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 ...