EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency
Author:
Affiliation:
1. Department of Electrical Engineering and Computer Sciences, University of California, Irvine, Irvine, CA, United States of America
2. Department of Electrical Engineering and Computer Sciences, University of California, Irvine, Irvine, CA, USA
Funder
National Science Foundation
C3.ai Digital Transformation Institute
Publisher
ACM
Reference39 articles.
1. Reachability-based safe learning with Gaussian processes
2. Safe Reinforcement Learning via Shielding
3. Vehicular and Edge Computing for Emerging Connected and Autonomous Vehicle Applications
4. Felix Berkenkamp , Matteo Turchetta , Angela P. Schoellig , and Andreas Krause . 2017 . Safe Model-Based Reinforcement Learning with Stability Guarantees . In Proceedings of the 31st International Conference on Neural Information Processing Systems. Curran Associates Inc., NY, USA, 908--919 . Felix Berkenkamp, Matteo Turchetta, Angela P. Schoellig, and Andreas Krause. 2017. Safe Model-Based Reinforcement Learning with Stability Guarantees. In Proceedings of the 31st International Conference on Neural Information Processing Systems. Curran Associates Inc., NY, USA, 908--919.
5. Romanus
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