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Assured Reinforcement Learning with Formally Verified Abstract Policies.

, , , and . ICAART (2), page 105-117. SciTePress, (2017)

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A review of particle swarm optimization. Part I: background and development., , and . Nat. Comput., 6 (4): 467-484 (2007)Hybridisation of particle swarm optimisation with area concentrated search., and . KES Journal, 14 (2): 95-114 (2010)Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles., , , , , , and . AISafety@IJCAI, volume 2916 of CEUR Workshop Proceedings, CEUR-WS.org, (2021)Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance., , , , , , , , and . ACM Trans. Embed. Comput. Syst., 22 (3): 48:1-48:48 (2023)Utilising Assured Multi-Agent Reinforcement Learning within Safety-Critical Scenarios., , , , and . KES, volume 192 of Procedia Computer Science, page 1061-1070. Elsevier, (2021)Reinforcement Learning with Quantitative Verification for Assured Multi-Agent Policies., , , , and . ICAART (2), page 237-245. SCITEPRESS, (2021)A framework of requirements for the design and management of dependable network enabled capability system of systems., , and . SoSE, page 1-7. IEEE, (2010)Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems., , , , , , , , and . CoRR, (2021)Formal Verification of Robustness and Resilience of Learning-Enabled State Estimation Systems for Robotics., , , , , , , and . CoRR, (2020)Requirements Assurance in Machine Learning., and . SafeAI@AAAI, volume 2301 of CEUR Workshop Proceedings, CEUR-WS.org, (2019)