From processes to policies - concepts for large scale policy generation.
Vitalian A. DanciuBernhard KempterPublished in: NOMS (1) (2004)
Keyphrases
- optimal policy
- decision processes
- markov decision process
- transport systems
- control policies
- management policies
- revenue management
- policy search
- concept learning
- access control policies
- policy gradient methods
- markov decision problems
- finite horizon
- markov decision processes
- dynamic programming
- asymptotically optimal
- generation process
- reinforcement learning
- clinical pathway
- scheduling policies
- decision problems
- real world
- total reward
- allocation policy
- supply chain
- small scale
- average reward
- decision process
- qualitative models
- partially observable markov decision processes