Algebraic Markov Decision Processes.
Patrice PernyOlivier SpanjaardPaul WengPublished in: IJCAI (2005)
Keyphrases
- markov decision processes
- finite state
- state space
- optimal policy
- dynamic programming
- policy iteration
- reinforcement learning
- decision theoretic planning
- finite horizon
- infinite horizon
- reinforcement learning algorithms
- decision processes
- average cost
- transition matrices
- factored mdps
- planning under uncertainty
- action space
- partially observable
- state and action spaces
- reachability analysis
- action sets
- objective function
- markov decision process
- decision problems
- multistage
- discounted reward
- semi markov decision processes
- model based reinforcement learning