Publications
Journals
Conferences
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Hongpeng Cao, Yanbing Mao, Lui Sha, Marco Caccamo, "Physics-Model-Regulated Deep Reinforcement Learning: Towards Safety & Stability", in 2023 IEEE 62nd Conference on Decision and Control (CDC), Dec 2023. |
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Junjie Ming, Daniel Bargmann, Hongpeng Cao, Marco Caccamo, "Flexible Gear Assembly With Visual Servoing and Force Feedback", in 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2023. |
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B. Zhong, H. Cao, M. Zamani, and M. Caccamo, "Towards safe AI: Sandboxing DNNs-based Controllers in Stochastic Games", in Proceedings of the 37th AAAI Conference on Artificial Intelligence, Jan 2023. |
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Hongpeng Cao, Mirco Theile, Federico G Wyrwal, Marco Caccamo, "Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning", in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2022. |