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EWRL
2008
15 years 5 months ago
Markov Decision Processes with Arbitrary Reward Processes
Abstract. We consider a control problem where the decision maker interacts with a standard Markov decision process with the exception that the reward functions vary arbitrarily ove...
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
123
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ECIR
2008
Springer
15 years 5 months ago
Utilizing Passage-Based Language Models for Document Retrieval
Abstract. We show that several previously proposed passage-based document ranking principles, along with some new ones, can be derived from the same probabilistic model. We use lan...
Michael Bendersky, Oren Kurland
138
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ESANN
2008
15 years 5 months ago
Multilayer Perceptrons with Radial Basis Functions as Value Functions in Reinforcement Learning
Using multilayer perceptrons (MLPs) to approximate the state-action value function in reinforcement learning (RL) algorithms could become a nightmare due to the constant possibilit...
Victor Uc Cetina
IFIP12
2007
15 years 5 months ago
A Multi-Agent Design for a Home Automation System dedicated to power management
This paper presents the principles of a Home Automation System dedicated to power management that adapts power consumption to available power ressources according to user comfort a...
Shadi Abras, Stéphane Ploix, Sylvie Pesty, ...
135
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MOBIMEDIA
2007
15 years 5 months ago
Implementation aspects of a delegation system
In this paper we simulate an authorization and delegation system using knowledge based technology. This proposal is part of a visual tool that is intended to be an implementation ...
Isaac Agudo, Javier Lopez, José A. Monteneg...