Optimal Policies for a Database System with Two Backup Schemes.
Cunhua QianYu PanToshio NakagawaPublished in: RAIRO Oper. Res. (2002)
Keyphrases
- optimal policy
- database systems
- markov decision processes
- decision problems
- finite horizon
- reinforcement learning
- state space
- dynamic programming
- long run
- infinite horizon
- multistage
- state dependent
- average reward reinforcement learning
- finite state
- dynamic programming algorithms
- average reward
- policy iteration
- bayesian reinforcement learning
- serial inventory systems
- initial state
- control policies
- sufficient conditions
- database
- markov decision process
- lost sales
- semi markov decision processes
- search space
- average cost
- reinforcement learning algorithms
- markov decision problems
- convergence rate