Optimal model-free adaptive control based on reinforcement Q-Learning for solar thermal collector fields.
Igor M. L. PataroRita CunhaJuan D. GilJosé Luis GuzmánManuel BerenguelJoão Miranda LemosPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- model free
- reinforcement learning
- adaptive control
- reinforcement learning algorithms
- function approximation
- feedback control
- nonlinear systems
- dynamic programming
- optimal control
- control problems
- state space
- policy iteration
- average reward
- temporal difference
- optimal policy
- temporal difference learning
- control method
- learning algorithm
- adaptive controller
- reinforcement learning methods
- policy evaluation
- action selection
- machine learning
- markov decision processes
- learning problems
- rl algorithms
- reward function
- mobile robot
- multi agent
- genetic algorithm
- markov decision problems
- data mining