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Amanda Prorok

University of Cambridge · Computer Science

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Regular biography

Prof Amanda Prorok is Professor of Collective Intelligence and Robotics in the Department of Computer Science and Technology at the University of Cambridge, and a Fellow of Pembroke College. Her research focuses on multi-agent systems, particularly the algorithmic coordination of robot collectives to solve complex real-world problems. She has pioneered differentiable communication methods for multi-agent systems, with applications to multi-robot perception and control. Prorok has given invited keynotes at TEDx and ICRA, and has received numerous research awards, including a prestigious ERC Grant. She is an IEEE Senior Member and serves as a Senior Editor for IEEE Transactions on Robotics. Her PhD thesis was awarded the Asea Brown Boveri (ABB) prize for the best thesis at EPFL in Computer Science.


Scholar profile summary
Scholar-generated biography

Amanda Prorok is a Professor of Collective Intelligence and Robotics at the University of Cambridge, specializing in Robotics and Computer Science. Her research focuses on developing advanced algorithms for multi-robot systems, emphasizing decentralized decision-making, path planning, and resilient coordination. She explores the use of graph neural networks, reinforcement learning, and multi-agent systems to enhance the performance of autonomous robot teams in dynamic and complex environments. Her work addresses challenges such as communication, localization, and control in large-scale robotic systems, with applications in cooperative driving, swarm robotics, and multi-robot path deconfliction.

Source: google_scholar · 90 words
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