Active inference for integrated state-estimation, control, and learning

This work presents an approach for control, state-estimation and learning model (hyper)parameters for robotic manipulators. It is based on the active inference framework, prominent in computational neuroscience as a theory of the brain, where behaviour arises from minimizing variational free-energy....

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Bibliographic Details
Main Authors: Baioumy, M, Duckworth, P, Lacerda, B, Hawes, N
Format: Conference item
Language:English
Published: IEEE 2021