On the Controller Synthesis for Finite-State Markov Decision Processes.
Antonín KuceraOldrich StrazovskýPublished in: Fundam. Informaticae (2008)
Keyphrases
- finite state
- markov decision processes
- controller synthesis
- closed loop
- optimal policy
- state space
- control system
- multi agent
- policy iteration
- reinforcement learning
- dynamic programming
- action sets
- control algorithm
- reinforcement learning algorithms
- average cost
- transition matrices
- partially observable
- markov decision process
- action space
- average reward
- continuous state
- risk sensitive
- decision theoretic planning
- control scheme
- partially observable markov decision processes
- policy iteration algorithm
- infinite horizon