Ghent University Academic Bibliography

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Spatial and temporal hierarchy for autonomous navigation using active inference in minigrid environment

Daria de Tinguy (UGent) , Toon Van de Maele (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2024) ENTROPY. 26(1).
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The human affectome

Daniela Schiller, Alessandra N.C. Yu, Nelly Alia-Klein, Susanne Becker, Howard C. Cromwell, Florin Dolcos, Paul J. Eslinger, Paul Frewen, Andrew H. Kemp, Edward F. Pace-Schott, et al.

(2024) NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS. 158.
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Learning dynamic cognitive map with autonomous navigation

Daria de Tinguy (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2024) FRONTIERS IN COMPUTATIONAL NEUROSCIENCE. 18.
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- Miscellaneous
The dynamics of pain avoidance : the exploration–exploitation dilemma

Angelos-Miltiadis Krypotos, Geert Crombez (UGent) and Johan W.S. Vlaeyen

(2024) PAIN. 165(10). p.2145-2149
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Planning with tensor networks based on active inference

Samuel Wauthier (UGent) , Tim Verbelen (UGent) , Bart Dhoedt (UGent) and Bram Vanhecke

(2024) MACHINE LEARNING-SCIENCE AND TECHNOLOGY. 5(4).
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Integrating cognitive map learning and active inference for planning in ambiguous environments

Toon Van de Maele (UGent) , Bart Dhoedt (UGent) , Tim Verbelen (UGent) and Giovanni Pezzulo

(2024) ACTIVE INFERENCE, IWAI 2023. In Communications in computer and information science 1915. p.204-217
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Symmetry and complexity in object-centric deep active inference models

Stefano Ferraro (UGent) , Toon Van de Maele (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2023) INTERFACE FOCUS. 13(3).
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Home run : finding your way home by imagining trajectories

Daria de Tinguy (UGent) , Pietro Mazzaglia (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2023) ACTIVE INFERENCE, IWAI 2022. In Communications in Computer and Information Science 1721. p.210-221
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Disentangling shape and pose for object-centric deep active inference models

Stefano Ferraro (UGent) , Toon Van de Maele (UGent) , Pietro Mazzaglia (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2023) ACTIVE INFERENCE, IWAI 2022. In Communications in Computer and Information Science 1721. p.32-49
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Learning generative models for active inference using tensor networks

Samuel Wauthier (UGent) , Bram Vanhecke, Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2023) ACTIVE INFERENCE, IWAI 2022. In Communications in Computer and Information Science 1721. p.285-297

Academic Bibliography

Spatial and temporal hierarchy for autonomous navigation using active inference in minigrid environment

The human affectome

Learning dynamic cognitive map with autonomous navigation

The dynamics of pain avoidance : the exploration–exploitation dilemma

Planning with tensor networks based on active inference

Integrating cognitive map learning and active inference for planning in ambiguous environments

Symmetry and complexity in object-centric deep active inference models

Home run : finding your way home by imagining trajectories

Disentangling shape and pose for object-centric deep active inference models

Learning generative models for active inference using tensor networks

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