An offline learning co-evolutionary algorithm (OLCA) based on the fitness landscape analysis that introduces the Gaussian estimation of distribution algorithm ...

An offline learning co-evolutionary algorithm (OLCA) based on the fitness landscape analysis that introduces the Gaussian estimation of distribution algorithm ...

An offline learning co-evolutionary algorithm with problem-specific knowledge. F Zhao, B Zhu, L Wang, T Xu, N Zhu, J Jonrinaldi. Swarm and Evolutionary ...

An offline learning co-evolutionary algorithm with problem-specific knowledge. Article. Aug 2022. Bo Zhu · Jonrinaldi Jonrinaldi ...

Zhao, An offline learning co-evolutionary algorithm with problem-specific knowledge, Swarm Evol. Comput., № 75 https://doi.org/10.1016/j.swevo.2022.101148 ...

Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning

A knowledge-driven comprehensive co-evolutionary algorithm is proposed. •. Cross-regional interactive learning with adaptive parameters is introduced. •.

We begin by providing an overview of the basic algorithms in EAs and RL and definitions of involved problems in. Section II. Subsequently, we delve into each ...

An offline learning co-evolutionary algorithm with problem-specific knowledge ... An offline learning co-evolutionary algorithm (OLCA) based on the fitness ...

This survey offers a comprehensive overview of the diverse research branches in ERL. Specifically, we systematically summarize recent advancements in related ...