Research Explorer

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Researcher

Samuel Wauthier

Awards & Distinctions

10 Results

2025

Model reduction in deep active inference

Samuel WauthierBart DhoedtTim VerbelenBram Vanhecke

2024

Planning with tensor networks based on active inference

Samuel WauthierTim VerbelenBart DhoedtBram Vanhecke

A1 Journal Article in MACHINE LEARNING-SCIENCE AND TECHNOLOGY

2023

Learning generative models for active inference using tensor networks

Samuel WauthierBram VanheckeTim VerbelenBart Dhoedt

2022

Model reduction through progressive latent space pruning in deep active inference

Samuel WauthierCedric De BoomOzan CatalTim VerbelenBart Dhoedt

A1 Journal Article in FRONTIERS IN NEUROROBOTICS

Tensor networks for active inference with discrete observation spaces

Samuel WauthierBram VanheckeTim VerbelenBart Dhoedt

2021

A learning gap between neuroscience and reinforcement learning

Samuel WauthierPietro MazzagliaOzan CatalCedric De BoomTim VerbelenBart Dhoedt

Dynamic narrowing of VAE bottlenecks using GECO and L0 regularization

Cedric De BoomSamuel WauthierTim VerbelenBart Dhoedt

2020

Deep active inference for autonomous robot navigation

Ozan CatalSamuel WauthierTim VerbelenCedric De BoomBart Dhoedt

Learning generative state space models for active inference

Ozan CatalSamuel WauthierCedric De BoomTim VerbelenBart Dhoedt

A1 Journal Article in FRONTIERS IN COMPUTATIONAL NEUROSCIENCE

Sleep : model reduction in deep active inference

Samuel WauthierOzan CatalCedric De BoomTim VerbelenBart Dhoedt