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2020 – today
- 2024
[j3]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): 10049-10061 (2024)- [c6]Marc W. Brittain, Luis E. Alvarez, Kara Breeden:
Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks. AAAI 2024: 22857-22863 - [i13]Luis E. Alvarez, Marc W. Brittain, Steven D. Young:
Tradeoffs When Considering Deep Reinforcement Learning for Contingency Management in Advanced Air Mobility. CoRR abs/2407.00197 (2024) - 2023
- [i12]Shulu Chen, Antony Evans, Marc Brittain, Peng Wei:
Integrated Conflict Management for UAM with Strategic Demand Capacity Balancing and Learning-based Tactical Deconfliction. CoRR abs/2305.10556 (2023) - [i11]Marc W. Brittain, Luis E. Alvarez, Kara Breeden:
Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks. CoRR abs/2308.04958 (2023) - [i10]Luis E. Alvarez, Marc W. Brittain, Kara Breeden:
Towards a Standardized Reinforcement Learning Framework for AAM Contingency Management. CoRR abs/2311.10805 (2023) - 2022
- [j2]Marc Brittain, Peng Wei:
Scalable Autonomous Separation Assurance With Heterogeneous Multi-Agent Reinforcement Learning. IEEE Trans Autom. Sci. Eng. 19(4): 2837-2848 (2022) - [i9]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 abs/2204.14250 (2022) - [i8]Marc Brittain, Luis E. Alvarez, Kara Breeden, Ian Jessen:
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility. CoRR abs/2206.04513 (2022) - [i7]Cooper Cone, Michael P. Owen, Luis E. Alvarez, Marc Brittain:
Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System. CoRR abs/2212.00855 (2022) - 2021
- [j1]Marc W. Brittain, Xuxi Yang, Peng Wei:
Autonomous Separation Assurance with Deep Multi-Agent Reinforcement Learning. J. Aerosp. Inf. Syst. 18(12): 890-905 (2021) - [c5]Andrew J. Weinert, Marc Brittain, Ngaire Underhill, Christine Serres:
Benchmarking the Processing of Aircraft Tracks with Triples Mode and Self-Scheduling. HPEC 2021: 1-8 - [c4]Wei Guo, Marc Brittain, Peng Wei:
Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance. ITSC 2021: 348-354 - [c3]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 - [c2]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: 9-22 - [i6]Wei Guo, Marc Brittain, Peng Wei:
Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance. CoRR abs/2105.02331 (2021) - [i5]Andrew J. Weinert, Marc Brittain, Ngaire Underhill, Christine Serres:
Benchmarking the Processing of Aircraft Tracks with Triples Mode and Self-Scheduling. CoRR abs/2110.12858 (2021) - 2020
- [i4]Marc Brittain, Xuxi Yang, Peng Wei:
A Deep Multi-Agent Reinforcement Learning Approach to Autonomous Separation Assurance. CoRR abs/2003.08353 (2020)
2010 – 2019
- 2019
- [c1]Marc Brittain, Peng Wei:
Autonomous Separation Assurance in An High-Density En Route Sector: A Deep Multi-Agent Reinforcement Learning Approach. ITSC 2019: 3256-3262 - [i3]Marc Brittain, Peng Wei:
Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach. CoRR abs/1905.01303 (2019) - [i2]Marc Brittain, Joshua R. Bertram, Xuxi Yang, Peng Wei:
Prioritized Sequence Experience Replay. CoRR abs/1905.12726 (2019) - 2018
- [i1]Marc Brittain, Peng Wei:
Hierarchical Reinforcement Learning with Deep Nested Agents. CoRR abs/1805.07008 (2018)
Coauthor Index
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