Approximate Dynamic Programming with Combined Policy Functions for Solving Multi-stage Nurse Rostering Problem.
Peng ShiDario Landa-SilvaPublished in: MOD (2017)
Keyphrases
- multistage
- approximate dynamic programming
- dynamic programming
- average cost
- optimal policy
- markov decision problems
- linear program
- stochastic dynamic programming
- reinforcement learning
- stochastic programming
- policy iteration
- control policy
- stochastic optimization
- single stage
- lot sizing
- production system
- markov decision processes
- state space
- finite horizon
- factored mdps
- long run
- linear programming
- step size
- optimal control
- markov decision process
- infinite horizon
- sufficient conditions
- objective function