Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance

Wei Guo, Marc Brittain, Peng Wei

The separation assurance task will be extremely challenging for air traffic controllers in a complex and high density airspace environment. Deep reinforcement learning (DRL) was us…