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Toon Van de Maele
Toon Van de Maele
VERSES Research Lab
Verified email at verses.ai
Title
Cited by
Cited by
Year
Robot navigation as hierarchical active inference
O Çatal, T Verbelen, T Van de Maele, B Dhoedt, A Safron
Neural Networks 142, 192-204, 2021
712021
Active vision for robot manipulators using the free energy principle
T Van de Maele, T Verbelen, O Çatal, C De Boom, B Dhoedt
Frontiers in neurorobotics 15, 642780, 2021
242021
Disentangling shape and pose for object-centric deep active inference models
S Ferraro, T Van de Maele, P Mazzaglia, T Verbelen, B Dhoedt
International Workshop on Active Inference, 32-49, 2022
82022
Embodied object representation learning and recognition
T Van de Maele, T Verbelen, O Çatal, B Dhoedt
Frontiers in Neurorobotics 16, 840658, 2022
82022
Disentangling what and where for 3d object-centric representations through active inference
TV de Maele, T Verbelen, O Catal, B Dhoedt
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
82021
Symmetry and complexity in object-centric deep active inference models
S Ferraro, T Van de Maele, T Verbelen, B Dhoedt
Interface Focus 13 (3), 20220077, 2023
62023
FMCW radar sensing for indoor drones using variational auto-encoders
A Safa, T Verbelen, O Çatal, T Van de Maele, M Hartmann, B Dhoedt, ...
2023 IEEE Radar Conference (RadarConf23), 1-6, 2023
4*2023
Integrating cognitive map learning and active inference for planning in ambiguous environments
T Van de Maele, B Dhoedt, T Verbelen, G Pezzulo
International Workshop on Active Inference, 204-217, 2023
22023
Computational optimization of image-based reinforcement learning for robotics
S Ferraro, T Van de Maele, P Mazzaglia, T Verbelen, B Dhoedt
Sensors 22 (19), 7382, 2022
22022
You Only Look as Much as You Have To: Using The Free Energy Principle for Active Vision
T Van de Maele, T Verbelen, O Çatal, C De Boom, B Dhoedt
International Workshop on Active Inference, 92-100, 2020
22020
Object-centric scene representations using active inference
T Van de Maele, T Verbelen, P Mazzaglia, S Ferraro, B Dhoedt
Neural Computation 36 (4), 677-704, 2024
12024
Spatial and Temporal Hierarchy for Autonomous Navigation Using Active Inference in Minigrid Environment
D de Tinguy, T Van de Maele, T Verbelen, B Dhoedt
Entropy 26 (1), 83, 2024
12024
Neural representation in active inference: using generative models to interact with--and understand--the lived world
G Pezzulo, L D'Amato, F Mannella, M Priorelli, T Van de Maele, ...
arXiv preprint arXiv:2310.14810, 2023
12023
Bridging Cognitive Maps: a Hierarchical Active Inference Model of Spatial Alternation Tasks and the Hippocampal-Prefrontal Circuit
T Van de Maele, B Dhoedt, T Verbelen, G Pezzulo
arXiv preprint arXiv:2308.11463, 2023
12023
Active Inference for Scene Understanding
T Van de Maele
Ghent University, 2024
2024
Learning Spatial and Temporal Hierarchies: Hierarchical Active Inference for navigation in Multi-Room Maze Environments
D de Tinguy, T Van de Maele, T Verbelen, B Dhoedt
arXiv preprint arXiv:2309.09864, 2023
2023
Inferring Hierarchical Structure in Multi-Room Maze Environments
D de Tinguy, T Van de Maele, T Verbelen, B Dhoedt
arXiv preprint arXiv:2306.13546, 2023
2023
Enforcing Object Permanence using Hierarchical Object-Centric Generative Models
T Van de Maele, S Ferraro, T Verbelen, B Dhoedt
SVRHM 2022 Workshop@ NeurIPS, 2022
2022
Permanence with object-centric representations
T Van de Maele, T Verbelen, S Ferraro, B Dhoedt
IEEE ICDL2022: the International Conference on Development and Learning, 2022
2022
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Articles 1–19