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Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments.

, , , , , , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 36593-36604. PMLR, (2023)

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Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments., , , , , , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 36593-36604. PMLR, (2023)Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract)., , и . IJCAI, стр. 6498-6503. ijcai.org, (2023)Security-Driven Codesign with Weakly-Hard Constraints for Real-Time Embedded Systems., , , , , и . ICCD, стр. 217-226. IEEE, (2019)Know the Unknowns: Addressing Disturbances and Uncertainties in Autonomous Systems : Invited Paper., , , , , , , , , и 1 other автор(ы). ICCAD, стр. 82:1-82:9. IEEE, (2020)Design Automation for Intelligent Automotive Systems., , , , , и . ITC, стр. 1-10. IEEE, (2018)A Tool for Neural Network Global Robustness Certification and Training., , , , , , и . CoRR, (2022)Verification in the Loop: Correct-by-Construction Control Learning with Reach-avoid Guarantees., , , , и . CoRR, (2021)Leveraging Weakly-hard Constraints for Improving System Fault Tolerance with Functional and Timing Guarantees., , , и . ICCAD, стр. 101:1-101:9. IEEE, (2020)Opportunistic Intermittent Control with Safety Guarantees for Autonomous Systems., , , , , и . DAC, стр. 1-6. IEEE, (2020)Distributed Multi-agent Video Fast-forwarding., , , , и . ACM Multimedia, стр. 1075-1084. ACM, (2020)