Evolutionary reinforcement learning is an exciting frontier in machine learning, combining the strengths of two distinct approaches: reinforcement learning and evolutionary computation. In ...

Evolutionary computation has made impressive achievements in solving complex problems in science and industry, but a long-standing challenge is that there is no theoretical guarantee on the global ...