Comments on the Origin and Application of Markov Decision Processes.
Ronald A. HowardPublished in: Oper. Res. (2002)
Keyphrases
- markov decision processes
- state space
- optimal policy
- dynamic programming
- finite state
- decision theoretic planning
- reachability analysis
- reinforcement learning
- planning under uncertainty
- decision processes
- transition matrices
- average reward
- infinite horizon
- policy iteration
- risk sensitive
- decision making
- finite horizon
- reinforcement learning algorithms
- factored mdps
- state and action spaces
- action sets
- markov chain