Models and algorithms for skip-free Markov decision processes on trees.
Edmund J. CollinsPublished in: J. Oper. Res. Soc. (2015)
Keyphrases
- markov decision processes
- transition matrices
- policy iteration
- state space
- factored mdps
- optimal policy
- finite state
- reachability analysis
- reinforcement learning
- infinite horizon
- reinforcement learning algorithms
- probabilistic model
- finite horizon
- decision processes
- planning under uncertainty
- computational complexity
- influence diagrams
- model free
- decision theoretic planning
- optimal solution
- machine learning