Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.
Yanjie SongYutong WuYangyang GuoRan YanPonnuthurai N. SuganthanYue ZhangWitold PedryczYingwu ChenSwagatam DasRammohan MallipeddiOladayo Solomon AjaniPublished in: CoRR (2023)
Keyphrases
- multi agent reinforcement learning
- evolutionary algorithm
- reinforcement learning
- multi objective
- evolutionary computation
- optimization problems
- multi agent
- differential evolution
- multi objective optimization
- fitness function
- simulated annealing
- genetic algorithm
- hybrid evolutionary algorithm
- model free
- function approximation
- genetic programming
- function optimization
- state space
- mutation operator
- data sets
- evolutionary strategy
- genetic operators
- quantum evolutionary algorithm
- crossover operator
- selection strategy
- temporal difference
- evolutionary process
- function approximators
- dynamic programming
- learning process
- optimal solution
- cauchy mutation
- neural network