Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages.
Ishanu ChattopadhyayAsok RayPublished in: Int. J. Control (2010)
Keyphrases
- infinite horizon
- optimal control
- partially observable
- decision processes
- decision problems
- markov decision processes
- dynamic programming
- optimal policy
- finite horizon
- partially observable markov decision processes
- stochastic demand
- decision process
- markov decision problems
- control strategy
- production planning
- reasoning process
- markov decision process
- regular expressions
- reinforcement learning
- decision making
- policy iteration
- data mining
- bayesian networks
- finite state
- state space
- dec pomdps
- np hard
- active learning