Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems.
Tuo ZhangHanding WangBo YuanYaochu JinXin YaoPublished in: IEEE Trans. Evol. Comput. (2023)
Keyphrases
- black box
- optimization problems
- black boxes
- white box
- reinforcement learning
- hybrid systems
- learning algorithm
- integration testing
- rule extraction
- test cases
- state space
- dynamic environments
- cost function
- candidate solutions
- evolutionary algorithm
- artificial intelligence
- optimal policy
- evolutionary computation
- function approximation
- multi agent
- metaheuristic
- development process
- state transition
- model free
- neural network