RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning.

Hongqiao Lian Zeyuan Ma Hongshu Guo Ting Huang Yue-Jiao Gong

Published 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