Fault-tolerant control of robot manipulators with sensory faults using unbiased active inference

This work presents a novel fault-tolerant control scheme based on active inference. Specifically, a new formulation of active inference which, unlike previous solutions, provides unbiased state estimation and simplifies the definition of probabilistically robust thresholds for fault-tolerant control...

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

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