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UAI
2000
13 years 11 months ago
PEGASUS: A policy search method for large MDPs and POMDPs
We propose a new approach to the problem of searching a space of policies for a Markov decision process (MDP) or a partially observable Markov decision process (POMDP), given a mo...
Andrew Y. Ng, Michael I. Jordan
SWAP
2007
13 years 11 months ago
Towards Social Semantic Suggestive Tagging
The organization of the knowledge on the web is increasingly becoming a social task performed by online communities whose members share a common interest in classifying different t...
Fabio Calefato, Domenico Gendarmi, Filippo Lanubil...
ATAL
2010
Springer
13 years 11 months ago
Assignment problem in requirements driven agent collaboration and its implementation
Requirements Driven Agent Collaboration (RDAC) is a mechanism where the self-interested service agents actively and autonomously search for the required services submitted by the ...
Jian Tang, Zhi Jin
ATAL
2010
Springer
13 years 11 months ago
Cultivating desired behaviour: policy teaching via environment-dynamics tweaks
In this paper we study, for the first time explicitly, the implications of endowing an interested party (i.e. a teacher) with the ability to modify the underlying dynamics of the ...
Zinovi Rabinovich, Lachlan Dufton, Kate Larson, Ni...
CLEF
2010
Springer
13 years 11 months ago
CLEF-IP 2010: Prior Art Retrieval Using the Different Sections in Patent Documents
In this paper we describe our participation in the 2010 CLEF-IP Prior Art Retrieval task where we examined the impact of information in different sections of patent documents, nam...
Eva D'hondt, Suzan Verberne