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» Knowledge Difference and its Influence on a Search Agent
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96
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AAAI
2010
14 years 11 months ago
Bayesian Policy Search for Multi-Agent Role Discovery
Bayesian inference is an appealing approach for leveraging prior knowledge in reinforcement learning (RL). In this paper we describe an algorithm for discovering different classes...
Aaron Wilson, Alan Fern, Prasad Tadepalli
AMKM
2003
Springer
15 years 3 months ago
An Agent-Based Approach to Mailing List Knowledge Management
The widespread use of computers and of the internet have brought about human information overload, particularly in the areas of internet searches and email management. This has ma...
Emanuela Moreale, Stuart Watt
81
Voted
IAT
2006
IEEE
15 years 4 months ago
Using Prior Knowledge to Improve Distributed Hill Climbing
The Distributed Probabilistic Protocol (DPP) is a new, approximate algorithm for solving Distributed Constraint Satisfaction Problems (DCSPs) that exploits prior knowledge to impr...
Roger Mailler
AAAI
2008
15 years 14 days ago
Physical Search Problems Applying Economic Search Models
This paper considers the problem of an agent searching for a resource or a tangible good in a physical environment, where at each stage of its search it observes one source where ...
Yonatan Aumann, Noam Hazon, Sarit Kraus, David Sar...
ATAL
2004
Springer
15 years 3 months ago
A Multi-Agent Approach for Peer-to-Peer Based Information Retrieval System
This paper develops and analyzes distributed search techniques for use in a peer-to-peer (P2P) network-based Information Retrieval (IR) system. In the absence of a centralized med...
Haizheng Zhang, W. Bruce Croft, Brian Neil Levine,...