Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey.
Pengyi LiJianye HaoHongyao TangXian FuYan ZhengKe TangPublished in: CoRR (2024)
Keyphrases
- evolutionary algorithm
- reinforcement learning
- evolutionary computation
- multi objective
- optimization problems
- function approximation
- simulated annealing
- genetic programming
- multi objective optimization
- differential evolution
- differential evolution algorithm
- genetic algorithm
- fitness function
- optimal policy
- learning algorithm
- temporal difference
- mutation operator
- state space
- machine learning
- robotic control
- evolutionary process
- evolutionary methods
- policy search
- markov decision processes
- dynamic programming
- evolvable hardware
- temporal difference learning
- multiobjective evolutionary algorithms
- initial population
- markov decision process
- action selection
- optimal control
- learning problems
- multi agent