EVOM: Agentic Meta-Evolution of Actor-Critic Architectures for Reinforcement Learning

Boyun Zhang, Chao Wang, Kai Wu

In actor-critic reinforcement learning, network architectures are typically manually designed. Automating this design is challenging because each candidate must be trained before e…