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ATAL
2008
Springer
14 years 11 months ago
Autonomous transfer for reinforcement learning
Recent work in transfer learning has succeeded in making reinforcement learning algorithms more efficient by incorporating knowledge from previous tasks. However, such methods typ...
Matthew E. Taylor, Gregory Kuhlmann, Peter Stone
ATAL
2007
Springer
15 years 4 months ago
Multiagent reinforcement learning and self-organization in a network of agents
To cope with large scale, agents are usually organized in a network such that an agent interacts only with its immediate neighbors in the network. Reinforcement learning technique...
Sherief Abdallah, Victor R. Lesser
WINE
2005
Springer
143views Economy» more  WINE 2005»
15 years 3 months ago
Economic Mechanisms for Shortest Path Cooperative Games with Incomplete Information
Abstract. In this paper we present a cooperative game theoretic interpretation of the shortest path problem. We consider a buying agent who has a budget to go from a specified sou...
T. S. Chandrashekar, Yadati Narahari
COOPIS
2002
IEEE
15 years 2 months ago
View Propagation and Inconsistency Detection for Cooperative Mobile Agents
Mobile agents are autonomous programs that migrate from one machine to another within a network on behalf of a client, thus, they are ideal for mobile computing environments since ...
Susan Weissman Lauzac, Panos K. Chrysanthis
GROUP
2009
ACM
15 years 4 months ago
Locating patient expertise in everyday life
Coping with a new health issue often requires individuals to acquire knowledge and skills to manage personal health. Many patients turn to one another for experiential expertise o...
Andrea Civan, David W. McDonald, Kenton T. Unruh, ...