Marc Brittain

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Multi Agent Reinforcement Learning

Semantically Heterogeneous

Collision Avoidance

Top Venues

Publications

Shulu Chen, Antony Evans, Marc Brittain, Peng Wei
Integrated Conflict Management for UAM With Strategic Demand Capacity Balancing and Learning-Based Tactical Deconfliction. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Shulu Chen, Antony Evans, Marc Brittain, Peng Wei
Integrated Conflict Management for UAM with Strategic Demand Capacity Balancing and Learning-based Tactical Deconfliction. CoRR (2023)
Cooper Cone, Michael P. Owen, Luis E. Alvarez, Marc Brittain
Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System. CoRR (2022)
Marc Brittain, Luis E. Alvarez, Kara Breeden, Ian Jessen
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility. CoRR (2022)
Sydney M. Katz, Luis E. Alvarez, Michael P. Owen, Samuel Wu, Marc Brittain, Anshuman Das, Mykel J. Kochenderfer
Collision Risk and Operational Impact of Speed Change Advisories as Aircraft Collision Avoidance Maneuvers. CoRR (2022)
Marc Brittain, Peng Wei
Scalable Autonomous Separation Assurance With Heterogeneous Multi-Agent Reinforcement Learning. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Andrew J. Weinert, Marc Brittain, Ngaire Underhill, Christine Serres
Benchmarking the Processing of Aircraft Tracks with Triples Mode and Self-Scheduling. CoRR (2021)
Andrew J. Weinert, Marc Brittain, Ngaire Underhill, Christine Serres
Benchmarking the Processing of Aircraft Tracks with Triples Mode and Self-Scheduling. HPEC (2021)
Wei Guo, Marc Brittain, Peng Wei
Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance. CoRR (2021)
Eric C. Merrell, Robert M. Kelly, David Kasmier, Barry Smith, Marc Brittain, Ronald Ankner, Evan Maki, Curtis W. Heisey, Kevin Bush
Benefits of Realist Ontologies to Systems Engineering. JOWO (2021)
Wei Guo, Marc Brittain, Peng Wei
Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance. ITSC (2021)
David Kasmier, Eric Merrell, Robert M. Kelly, Barry Smith, Curtis W. Heisey, Donald Evan Maki, Marc Brittain, Ronald Ankner, Kevin Bush
Ontology of Plays for Autonomous Teaming and Collaboration. ONTOBRAS (2021)
Marc Brittain, Xuxi Yang, Peng Wei
A Deep Multi-Agent Reinforcement Learning Approach to Autonomous Separation Assurance. CoRR (2020)
Marc Brittain, Peng Wei
Autonomous Separation Assurance in An High-Density En Route Sector: A Deep Multi-Agent Reinforcement Learning Approach. ITSC (2019)
Marc Brittain, Peng Wei
Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach. CoRR (2019)
Marc Brittain, Joshua R. Bertram, Xuxi Yang, Peng Wei
Prioritized Sequence Experience Replay. CoRR (2019)
Marc Brittain, Peng Wei
Hierarchical Reinforcement Learning with Deep Nested Agents. CoRR (2018)