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» Learning Models of Intelligent Agents
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136
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ATAL
2009
Springer
15 years 10 months ago
Solving multiagent assignment Markov decision processes
We consider the setting of multiple collaborative agents trying to complete a set of tasks as assigned by a centralized controller. We propose a scalable method called“Assignmen...
Scott Proper, Prasad Tadepalli
128
Voted
ATAL
2007
Springer
15 years 9 months ago
Advice taking in multiagent reinforcement learning
This paper proposes the β-WoLF algorithm for multiagent reinforcement learning (MARL) in the stochastic games framework that uses an additional “advice” signal to inform agen...
Michael Rovatsos, Alexandros Belesiotis
AIED
2009
Springer
15 years 10 months ago
Interaction Preferences and Learning in an Inspectable Learner Model for Language
We present an inspectable learner model to prompt noticing in language learning, considering interaction preferences. Four patterns of model inspection were seen, but most students...
Gheida Shahrour, Susan Bull
106
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AAMAS
2006
Springer
15 years 3 months ago
Handling Communication Restrictions and Team Formation in Congestion Games
Abstract. There are many domains in which a multi-agent system needs to maximize a "system utility" function which rates the performance of the entire system, while subje...
Adrian K. Agogino, Kagan Tumer
EASSS
2001
Springer
15 years 8 months ago
Social Knowledge in Multi-agent Systems
This contribution presents a knowledge-based model of the agents’ mutual awareness (social knowledge) and justifies its role in various classes of applications of the concept of...
Vladimír Marík, Michal Pechoucek, Ol...