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Toon Van de Maele
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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
582021
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
202021
Embodied object representation learning and recognition
T Van de Maele, T Verbelen, O Çatal, B Dhoedt
Frontiers in Neurorobotics 16, 840658, 2022
62022
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
52022
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
42023
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
42021
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
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
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
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
12020
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
2023
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
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
2023
Object-Centric Scene Representations using Active Inference
T Van de Maele, T Verbelen, P Mazzaglia, S Ferraro, B Dhoedt
arXiv preprint arXiv:2302.03288, 2023
2023
Enforcing object permanence using hierarchical, object-centric generative models
T Van de Maele, S Ferraro, T Verbelen, B Dhoedt
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, 1, 2022
2022
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