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Marc Brittain — most-cited papers & profile · Reinforcement Learning
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Marc Brittain
9
papers ·
91
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Prioritized Sequence Experience Replay
2019 · 33 citations
Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach
2019 · 27 citations
A Deep Multi-Agent Reinforcement Learning Approach to Autonomous Separation Assurance
2020 · 26 citations
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility
2022 · 8 citations
Integrated Conflict Management for UAM with Strategic Demand Capacity Balancing and Learning-based Tactical Deconfliction
2023 · 2 citations
Hierarchical Reinforcement Learning with Deep Nested Agents
2018 · 1 citations
Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance
2021 · 1 citations
Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System
2022
Tradeoffs When Considering Deep Reinforcement Learning for Contingency Management in Advanced Air Mobility
2024
Top co-authors
Peng Wei
· 6
Luis E. Alvarez
· 2
Xuxi Yang
· 2
Antony Evans
· 1
Cooper Cone
· 1
Ian Jessen
· 1
Josh Bertram
· 1
Kara Breeden
· 1
Luis Alvarez
· 1
Michael Owen
· 1
Shulu Chen
· 1
Steven D. Young
· 1
Topics
Safe RL
Multi-Agent
Value-Based
Policy Gradient
Game AI
Model-Based RL