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» Modeling plan coordination in multiagent decision processes
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NIPS
2001
13 years 7 months ago
Multiagent Planning with Factored MDPs
We present a principled and efficient planning algorithm for cooperative multiagent dynamic systems. A striking feature of our method is that the coordination and communication be...
Carlos Guestrin, Daphne Koller, Ronald Parr
PRIMA
2007
Springer
14 years 11 days ago
Multiagent Planning with Trembling-Hand Perfect Equilibrium in Multiagent POMDPs
Multiagent Partially Observable Markov Decision Processes are a popular model of multiagent systems with uncertainty. Since the computational cost for finding an optimal joint pol...
Yuichi Yabu, Makoto Yokoo, Atsushi Iwasaki
MAICS
2003
13 years 7 months ago
A Distributed Planning Approach Using Multiagent Goal Transformations
A multiagent goal transformation is defined as a directed alteration of goals by the agents in a multiagent system in order to adjust for lack of resources and/or lack of capabili...
Michael T. Cox, Mohammad M. Elahi, Kevin Cleereman
AAAI
2010
13 years 7 months ago
Towards Multiagent Meta-level Control
Embedded systems consisting of collaborating agents capable of interacting with their environment are becoming ubiquitous. It is crucial for these systems to be able to adapt to t...
Shanjun Cheng, Anita Raja, Victor R. Lesser
AIPS
2008
13 years 8 months ago
Multiagent Planning Under Uncertainty with Stochastic Communication Delays
We consider the problem of cooperative multiagent planning under uncertainty, formalized as a decentralized partially observable Markov decision process (Dec-POMDP). Unfortunately...
Matthijs T. J. Spaan, Frans A. Oliehoek, Nikos A. ...