A Multiagent Task Associated MDP (MTAMDP) Approach to Resource Allocation.
Pierrick PlamondonBrahim Chaib-draaAbder Rezak BenaskeurPublished in: AAAI Spring Symposium: Distributed Plan and Schedule Management (2006)
Keyphrases
- resource allocation
- multi agent
- planning under uncertainty
- multiagent learning
- markov decision processes
- multiagent systems
- markov decision process
- resource management
- utility function
- cooperative
- optimal policy
- reinforcement learning
- optimal resource allocation
- resource requirements
- decision theoretic
- state space
- linear program
- resource allocation problems
- combinatorial auctions
- dynamic resource allocation
- game theory
- multi agent systems
- allocation problems
- allocate resources
- allocation strategies
- intelligent agents
- learning agents
- distributed resource allocation
- resource consumption
- resource availability
- partially observable markov decision processes
- power allocation
- single agent
- resource allocation decisions
- resource allocation and scheduling
- trading agents
- social welfare
- autonomous agents