Lining Xing

A bi-level reinforcement learning-driven adaptive genetic algorithm for dynamic flexible job shop scheduling in complex product manufacturing

Emergent collaborative scheduling in satellite swarms: A distributed multi-agent reinforcement learning approach with adaptive experience evolution

Evolutionary resilience in open multiagent optimization: From preset trust to emergent defense

Can defensive behavior in multiagent optimization emerge through evolutionary competition rather than being pre-installed? We study this question in open, adversarial environments where agents can enter, leave, or be compromised, and where the global optimum drifts continuously as the agent pool changes, thereby creati...