Abstract: In the field of evolutionary reinforcement learning algorithms, the combination of evolutionary algorithms and reinforcement learning includes direct policy search methods and indirect ...

Abstract: This paper proposes an evolutionary contribution and problem heuristic information ensemble-based computing resource allocation scheme for cooperative co-evolutionary algorithms. For problem ...