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Robot navigation as hierarchical active inference

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Publication:6079073
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DOI10.1016/j.neunet.2021.05.010zbMath1521.68222OpenAlexW3159995865MaRDI QIDQ6079073

Ozan Çatal, Adam Safron, Bart Dhoedt, Tim Verbelen, Toon van de Maele

Publication date: 28 September 2023

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://biblio.ugent.be/publication/8719684


zbMATH Keywords

robot navigationSLAMdeep learningactive inferenceRatSLAM


Mathematics Subject Classification ID

Artificial intelligence for robotics (68T40)


Related Items

The free energy principle made simpler but not too simple ⋮ Reward Maximization Through Discrete Active Inference



Cites Work

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  • Active inference and agency: optimal control without cost functions
  • Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models
  • Planning and navigation as active inference
  • Deep active inference as variational policy gradients
  • The Discrete and Continuous Brain: From Decisions to Movement—And Back Again
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