Verifiable reinforcement learning via policy extraction

© 2018 Curran Associates Inc.All rights reserved. While deep reinforcement learning has successfully solved many challenging control tasks, its real-world applicability has been limited by the inability to ensure the safety of learned policies. We propose an approach to verifiable reinforcement lear...

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Bibliographic Details
Main Authors: Solar Lezama, Armando (Author), Pu, Yewen (Author), Bastani, Osbert (Author)
Format: Article
Language:English
Published: 2021-11-09T15:50:25Z.
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