Collision Risk and Operational Impact of Speed Change Advisories as Aircraft Collision Avoidance Maneuvers. - Sydney M. Katz; Luis E. Alvarez; Michael P. Owen; Samuel Wu; Marc Brittain; Anshuman Das; Mykel J. Kochenderfer (CoRR, 2022)

AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility. - Marc Brittain; Luis E. Alvarez; Kara Breeden; Ian Jessen (CoRR, 2022)

Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System. - Cooper Cone; Michael P. Owen; Luis E. Alvarez; Marc Brittain (CoRR, 2022)

Towards a Standardized Reinforcement Learning Framework for AAM Contingency Management. - Luis E. Alvarez; Marc W. Brittain; Kara Breeden (CoRR, 2023)

Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks. - Marc W. Brittain; Luis E. Alvarez; Kara Breeden (AAAI, 2024)

Tradeoffs When Considering Deep Reinforcement Learning for Contingency Management in Advanced Air Mobility. - Luis E. Alvarez; Marc W. Brittain; Steven D. Young (CoRR, 2024)