Contextual Markov Decision Processes.
Assaf HallakDotan Di CastroShie MannorPublished in: CoRR (2015)
Keyphrases
- markov decision processes
- state space
- finite state
- optimal policy
- transition matrices
- dynamic programming
- policy iteration
- decision processes
- decision theoretic planning
- reinforcement learning algorithms
- average reward
- planning under uncertainty
- reachability analysis
- infinite horizon
- finite horizon
- reinforcement learning
- model based reinforcement learning
- markov decision process
- factored mdps
- average cost
- real time dynamic programming
- discounted reward
- state abstraction
- risk sensitive
- partially observable
- action sets
- sufficient conditions
- interval estimation