Nate Derbinsky

Using domain knowledge in coevolution and reinforcement learning to simulate a logistics enterprise

2022 · Proceedings of the Genetic and Evolutionary Computation Conference Companion

We demonstrate a framework (CoEv-Soar-RL) for a logistics enterprise to improve readiness, sustainment, and reduce operational risk. The CoEv-Soar-RL uses reinforcement learning and coevolutionary algorithms to improve the functions of a logistics enterprise value chain. …