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» A general framework for multidimensional adaptation
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COLT
2006
Springer
13 years 11 months ago
Online Learning with Variable Stage Duration
We consider online learning in repeated decision problems, within the framework of a repeated game against an arbitrary opponent. For repeated matrix games, well known results esta...
Shie Mannor, Nahum Shimkin
ECAI
2006
Springer
13 years 11 months ago
Least Squares SVM for Least Squares TD Learning
Abstract. We formulate the problem of least squares temporal difference learning (LSTD) in the framework of least squares SVM (LS-SVM). To cope with the large amount (and possible ...
Tobias Jung, Daniel Polani
EENERGY
2010
13 years 11 months ago
Policy-driven distributed and collaborative demand response in multi-domain commercial buildings
Enabling a sophisticated Demand Response (DR) framework, whereby individual consumers adapt their electricity consumption in response to price variations, is a major objective of ...
Archan Misra, Henning Schulzrinne
LISA
2007
13 years 10 months ago
Remote Control: Distributed Application Configuration, Management, and Visualization with Plush
Support for distributed application management in large-scale networked environments remains in its early stages. Although a number of solutions exist for subtasks of application ...
Jeannie R. Albrecht, Ryan Braud, Darren Dao, Nikol...
ATAL
2008
Springer
13 years 9 months ago
Social reward shaping in the prisoner's dilemma
Reward shaping is a well-known technique applied to help reinforcement-learning agents converge more quickly to nearoptimal behavior. In this paper, we introduce social reward sha...
Monica Babes, Enrique Munoz de Cote, Michael L. Li...