A Coordinated MDP Approach to Multi-Agent Planning for Resource Allocation, with Applications to Healthcare.
Hadi HosseiniJesse HoeyRobin CohenPublished in: CoRR (2014)
Keyphrases
- dynamical systems
- resource allocation
- multi agent planning
- partial observability
- partially observable
- multi agent
- partially observable markov decision processes
- state space
- planning under uncertainty
- markov decision process
- markov decision processes
- resource allocation problems
- reinforcement learning
- optimal resource allocation
- cooperative
- multiagent systems
- allocation problems
- optimal policy
- game theory
- belief space
- resource allocation decisions
- resource allocation and scheduling
- scarce resources
- initial state
- reinforcement learning algorithms
- decision theoretic
- finite state
- software agents
- autonomous agents
- dynamic programming
- np hard
- special case
- multi agent systems