RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning.
Hongqiao LianZeyuan MaHongshu GuoTing HuangYue-Jiao GongPublished in: GECCO (2024)
Keyphrases
- reinforcement learning
- evolutionary optimization
- genetic algorithm
- dynamic programming
- state space
- optimization problems
- multi modal
- optimization algorithm
- function approximation
- optimization process
- global optimization
- evolutionary search
- temporal difference
- model free
- learning algorithm
- optimization method
- action selection
- optimal policy
- reinforcement learning algorithms
- evolutionary strategy
- multi objective
- optimization strategies