On Using Real-Time Reachability for the Safety Assurance of Machine Learning Controllers

Author:

Musau Patrick1,Hamilton Nathaniel1,Lopez Diego Manzanas1,Robinette Preston2,Johnson Taylor T.2

Affiliation:

1. Vanderbilt University,Department of Electrical and Computer Engineering,Nashville,TN,USA

2. Vanderbilt University,Department of Computer Science,Nashville,TN,USA

Funder

Air Force Office of Scientific Research

Defense Advanced Research Projects Agency

Publisher

IEEE

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4. Bypassing the Simulation-to-Reality Gap: Online Reinforcement Learning Using a Supervisor;2023 21st International Conference on Advanced Robotics (ICAR);2023-12-05

5. High-Speed Autonomous Racing Using Trajectory-Aided Deep Reinforcement Learning;IEEE Robotics and Automation Letters;2023-09

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