Asymptotic Convergence of Optimal Policies for Resource Management with Application to Harvesting of Multiple Species Forest.
Roberto CominettiAdriana PiazzaPublished in: Math. Oper. Res. (2009)
Keyphrases
- resource management
- optimal policy
- asymptotic convergence
- resource manager
- resource allocation
- markov decision processes
- dynamic programming
- reinforcement learning
- management system
- long run
- state space
- quality of service
- real time
- decision problems
- infinite horizon
- initial state
- resource utilization
- finite horizon
- genetic algorithm
- artificial intelligence
- average reward
- markov decision process
- finite state
- control system
- intelligent systems