Adaptive control of average Markov decision chains under the Lyapunov stability condition.
Rolando Cavazos-CadenaPublished in: Math. Methods Oper. Res. (2001)
Keyphrases
- adaptive control
- nonlinear systems
- markov decision chains
- control law
- average cost
- optimal control
- control method
- lyapunov function
- feedback control
- closed loop
- tracking error
- sufficient conditions
- reinforcement learning
- control scheme
- control theory
- variable structure
- chaotic systems
- control strategy
- control algorithm
- adaptive fuzzy
- dynamic environments
- motion planning
- finite state
- markov decision processes
- control system
- infinite horizon
- finite number
- linear programming
- decision making
- long run
- machine learning
- function approximation
- markov chain