Provable Infinite-Horizon Real-Time Planning for Repetitive Tasks.
Fahad IslamOren SalzmanMaxim LikhachevPublished in: CoRR (2019)
Keyphrases
- infinite horizon
- real time
- production planning
- finite horizon
- partially observable
- long run
- optimal control
- markov decision processes
- stochastic demand
- optimal policy
- dynamic programming
- markov decision problems
- single item
- partially observable markov decision processes
- average cost
- fixed cost
- mathematical model
- planning problems
- ai planning
- integer programming
- heuristic search
- markov decision process
- state space
- holding cost
- decision theoretic
- control strategy
- lead time