Dynamic Programming for Structured Continuous Markov Decision Problems
Zhengzhu FengRichard DeardenNicolas MeuleauRichard WashingtonPublished in: CoRR (2012)
Keyphrases
- markov decision problems
- dynamic programming
- linear programming
- state space
- action space
- optimal policy
- partially observable
- reinforcement learning
- transition probabilities
- decision theoretic
- utility function
- expected utility
- markov decision processes
- decision processes
- infinite horizon
- queueing networks
- policy iteration
- markov chain
- decision problems
- linear program
- blocks world
- real valued
- average cost
- dynamical systems
- sufficient conditions
- multi agent