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ATAL
2006
Springer
13 years 7 months ago
Resource allocation among agents with preferences induced by factored MDPs
Distributing scarce resources among agents in a way that maximizes the social welfare of the group is a computationally hard problem when the value of a resource bundle is not lin...
Dmitri A. Dolgov, Edmund H. Durfee
JAIR
2006
101views more  JAIR 2006»
13 years 3 months ago
Resource Allocation Among Agents with MDP-Induced Preferences
Allocating scarce resources among agents to maximize global utility is, in general, computationally challenging. We focus on problems where resources enable agents to execute acti...
Dmitri A. Dolgov, Edmund H. Durfee
ATAL
2007
Springer
13 years 9 months ago
Combinatorial resource scheduling for multiagent MDPs
Optimal resource scheduling in multiagent systems is a computationally challenging task, particularly when the values of resources are not additive. We consider the combinatorial ...
Dmitri A. Dolgov, Michael R. James, Michael E. Sam...
IAT
2010
IEEE
13 years 1 months ago
Nash Welfare Allocation Problems: Concrete Issues
The allocation of m resources between n agents is an AI problem with a great practical interest for automated trading. The general question is how to configure the behavior of barg...
Antoine Nongaillard, Philippe Mathieu, Patricia Ev...
SIGECOM
2003
ACM
154views ECommerce» more  SIGECOM 2003»
13 years 9 months ago
Exploring bidding strategies for market-based scheduling
A market-based scheduling mechanism allocates resources indexed by time to alternative uses based on the bids of participating agents. Agents are typically interested in multiple ...
Michael P. Wellman, Jeffrey K. MacKie-Mason, Danie...