Elaboration Tolerant Representation of Markov Decision Process via Decision-Theoretic Extension of Probabilistic Action Language pBC+.
Yi WangJoohyung LeePublished in: CoRR (2019)
Keyphrases
- decision theoretic
- markov decision process
- action language
- decision theory
- state space
- expected utility
- markov decision processes
- optimal policy
- reinforcement learning
- planning under uncertainty
- description language
- domain description
- reasoning about actions
- initial state
- generative model
- bayesian networks
- infinite horizon
- transition probabilities
- markov decision problems
- decision making