Academy of Mathematics and Systems Science, CAS Colloquia & Seminars | Speaker: | 孔贺 博士,澳大利亚悉尼大学 | Inviter: | | Title: | Data-driven Perception, Estimation, and Decision Making for Human-Robot-Environment Interaction and Intervention | Time & Venue: | 2021.12.16 16:30-17:00 腾讯会议:620335749 | Abstract: | Recent years have witnessed much progress in the research and development of robotic systems and their deployment in practice. The most important underpinning factors for such advancements are arguably the varieties of sensing modalities, the abundance of real data, and advanced learning and decision making frameworks, etc. In this talk, we will summarize our recent work on data-driven perception, estimation, and decision making strategies for robotic systems, and their validation on hardware platforms in the real world involving interaction and intervention among human-robot-environment. The theoretical foundations, their applicability and justification in practice, and some failure scenarios (and how to avoid them!) will be discussed, among others. | | | |