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EWRL
2008
13 years 9 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
WCE
2007
13 years 8 months ago
Agent-Based Perception of an Environment in an Emergency Situation
Abstract—We are interested in the problem of multiagent systems development for risk detecting and emergency response in an uncertain and partially perceived environment. The eva...
Fahem Kebair, Frédéric Serin, Cyrill...
AOSE
2007
Springer
14 years 1 months ago
Extending Gaia with Agent Design and Iterative Development
Abstract. Agent-oriented methodologies are an important means for constructing agent-based systems in a controlled repeatable form. However, agent-oriented methodologies have not r...
Jorge Gonzalez-Palacios, Michael Luck
WOA
2001
13 years 8 months ago
Implementing Adaptive Capabilities on Agents that Act in a Dynamic Environment
Acting in a dynamic environment is a complex task that requires several issues to be investigated, with the aim of controlling the associated search complexity. In this paper, a l...
Giuliano Armano, Giancarlo Cherchi, Eloisa Vargiu
CIA
2006
Springer
13 years 11 months ago
Market-Inspired Approach to Collaborative Learning
The paper describes a decentralized peer-to-peer multi-agent learning method based on inductive logic programming and knowledge trading. The method uses first-order logic for model...
Jan Tozicka, Michal Jakob, Michal Pechoucek