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ATAL
2008
Springer
15 years 5 months ago
Supervision and diagnosis of joint actions in multi-agent plans
The paper formalizes a distributed approach to the problem of supervising the execution of a multi-agent plan where (possibly joint) actions are executed concurrently by a team of...
Roberto Micalizio, Pietro Torasso
121
Voted
ATAL
2007
Springer
15 years 10 months ago
Towards reinforcement learning representation transfer
Transfer learning problems are typically framed as leveraging knowledge learned on a source task to improve learning on a related, but different, target task. Current transfer met...
Matthew E. Taylor, Peter Stone
121
Voted
APIN
2007
94views more  APIN 2007»
15 years 3 months ago
Agent-oriented modeling of the dynamics of biological organisms
In this paper the agent-oriented modeling perspective to cope with biological complexity is discussed. Three levels of dynamics can distinguished and related to each other: dynami...
Catholijn M. Jonker, Jan Treur
ICTAI
2009
IEEE
15 years 10 months ago
Collaborative Concept Learning: Non Individualistic vs Individualistic Agents
This article addresses collaborative learning in a multiagent system: each agent revises incrementally its beliefs B (a concept representation) to keep it consistent with the whol...
Gauvain Bourgne, Dominique Bouthinon, Amal El Fall...
94
Voted
ATAL
2004
Springer
15 years 9 months ago
When to Apply the Fifth Commandment: The Effects of Parenting on Genetic and Learning Agents
This paper explores hybrid agents that use a variety of techniques to improve their performance in an environment over time. We considered, specifically, geneticlearning-parentin...
Michael Berger, Jeffrey S. Rosenschein