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Marc Brittain

Integrated Conflict Management for UAM with Strategic Demand Capacity Balancing and Learning-based Tactical Deconfliction

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May 17, 2023
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Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System

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Dec 01, 2022
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AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility

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Jun 09, 2022
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Collision Risk and Operational Impact of Speed Change Advisories as Aircraft Collision Avoidance Maneuvers

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Apr 29, 2022
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Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance

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May 05, 2021
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A Deep Multi-Agent Reinforcement Learning Approach to Autonomous Separation Assurance

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Mar 17, 2020
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Prioritized Sequence Experience Replay

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May 25, 2019
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Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach

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May 02, 2019
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Hierarchical Reinforcement Learning with Deep Nested Agents

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May 18, 2018
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