Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.
Yanjie SongYutong WuYangyang GuoRan YanPonnuthurai Nagaratnam SuganthanYue ZhangWitold PedryczSwagatam DasRammohan MallipeddiOladayo Solomon AjaniQiang FengPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- evolutionary algorithm
- reinforcement learning
- evolutionary computation
- multi objective
- optimization problems
- multi objective optimization
- function approximation
- differential evolution
- genetic programming
- fitness function
- learning classifier systems
- simulated annealing
- model free
- mutation operator
- hybrid evolutionary algorithm
- genetic operators
- action selection
- temporal difference
- markov decision processes
- dynamic programming
- function optimization
- reinforcement learning algorithms
- optimal policy
- policy search
- learning algorithm
- multi agent
- learning process
- state space
- genetic algorithm
- learning capabilities
- partially observable
- temporal difference learning
- robotic control
- learning environment
- reinforcement learning methods
- machine learning