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» A general framework for multidimensional adaptation
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COLT
2006
Springer
15 years 3 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
15 years 3 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
15 years 3 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
15 years 2 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
15 years 1 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...