Towards stochastic fault-tolerant control using precision learning and active inference

This work presents a fault-tolerant control scheme for sensory faults in robotic manipulators based on active inference. In the majority of existing schemes a binary decision of whether a sensor is healthy (functional) or faulty is made based on measured data. The decision boundary is called a thres...

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Bibliographic Details
Main Authors: Baioumy, M, Pezzato, C, Corbato, CH, Hawes, N, Ferrari, R
Format: Conference item
Language:English
Published: Springer 2022