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NIPS
2003
15 years 2 months ago
Extending Q-Learning to General Adaptive Multi-Agent Systems
Recent multi-agent extensions of Q-Learning require knowledge of other agents’ payoffs and Q-functions, and assume game-theoretic play at all times by all other agents. This pap...
Gerald Tesauro
LOGCOM
2002
116views more  LOGCOM 2002»
15 years 18 days ago
Formalizing Collaborative Decision-making and Practical Reasoning in Multi-agent Systems
paper, we present an abstract formal model of decision-making in a social setting that covers all aspects of the process, from recognition of a potential for cooperation through t...
Pietro Panzarasa, Nicholas R. Jennings, Timothy J....
CDC
2009
IEEE
126views Control Systems» more  CDC 2009»
15 years 5 months ago
Overcoming limitations of game-theoretic distributed control
—Recently, game theory has been proposed as a tool for cooperative control. Specifically, the interactions of a multiagent distributed system are modeled as a non-cooperative ga...
Jason R. Marden, Adam Wierman
ICMCS
2009
IEEE
149views Multimedia» more  ICMCS 2009»
14 years 10 months ago
A multi-agent framework for a hybrid dialog management system
The importance of dialog management systems has increased in recent years. Dialog systems are created for domain specific applications, so that a high demand for a flexible dialog...
Stefan Schwärzler, Joachim Schenk, Günth...