Limiting Discounted-Cost Control of Partially Observable Stochastic Systems.
Onésimo Hernández-LermaRosario RomeraPublished in: SIAM J. Control. Optim. (2001)
Keyphrases
- partially observable
- stochastic systems
- infinite horizon
- markov decision processes
- average cost
- optimal control
- state space
- sample path
- policy iteration
- dynamical systems
- decision problems
- reinforcement learning
- stochastic models
- dynamic programming
- optimal policy
- control method
- finite horizon
- control system
- confidence intervals
- finite state
- adaptive control
- reward function
- belief state
- markov chain
- chaotic systems
- bayesian networks
- partially observable markov decision processes
- markov random field
- expected cost
- long run
- planning domains