Increasing Biomanufacturing Yield with Bleed-Feed: Optimal Policies and Insights.
Yesim KocaTugce G. MartaganIvo AdanLisa MaillartBram van RavensteinPublished in: Manuf. Serv. Oper. Manag. (2023)
Keyphrases
- optimal policy
- markov decision processes
- decision problems
- state space
- reinforcement learning
- finite horizon
- long run
- state dependent
- dynamic programming
- infinite horizon
- finite state
- dynamic programming algorithms
- multistage
- markov decision process
- average reward
- sufficient conditions
- serial inventory systems
- average reward reinforcement learning
- initial state
- policy iteration
- bayesian reinforcement learning
- semi markov decision processes
- average cost
- control policies
- discounted reward
- partially observable markov decision processes
- convergence rate
- monte carlo
- np hard