Finite-Horizon Synthesis for Probabilistic Manipulation Domains.
Andrew M. WellsZachary K. KingstonMorteza LahijanianLydia E. KavrakiMoshe Y. VardiPublished in: ICRA (2021)
Keyphrases
- finite horizon
- infinite horizon
- optimal policy
- optimal stopping
- markov decision processes
- inventory models
- multistage
- inventory control
- single product
- yield management
- generative model
- probabilistic model
- non stationary
- markov decision process
- reinforcement learning
- bayesian networks
- single item
- machine learning
- fixed cost
- state space
- stochastic demand