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Tim Verbelen — most-cited papers & profile · Reinforcement Learning
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Tim Verbelen
13
papers ·
46
citations ·
25
h-index
Verizon (United States) · Veralase (United States) · VERSES (United States)
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Most-cited papers
Bayesian policy selection using active inference
2019 · 23 citations
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels
2022 · 5 citations
A learning gap between neuroscience and reinforcement learning
2021 · 4 citations
Sensor Fusion for Robot Control through Deep Reinforcement Learning
2017 · 3 citations
GenRL: Multimodal-foundation world models for generalization in embodied agents
2024 · 2 citations
AXIOM: Learning to Play Games in Minutes with Expanding Object-Centric Models
2025
Decoupled Learning of Environment Characteristics for Safe Exploration
2017
Contrastive Active Inference
2021
Top co-authors
Bart Dhoedt
· 7
Pietro Mazzaglia
· 4
Pieter Simoens
· 3
Aaron Courville
· 2
Ozan Catal
· 2
Sai Rajeswar
· 2
Steven Bohez
· 2
Alexander Tschantz
· 1
Alexandre Lacoste
· 1
Alexandre Pich\'e
· 1
Bert Vankeirsbilck
· 1
Cedric De Boom
· 1
Topics
Model-Based RL
Exploration
Value-Based
Meta-RL
Safe RL
Game AI
Multi-Agent
Policy Gradient