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Pieter Simoens — most-cited papers & profile · Reinforcement Learning
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overview
Pieter Simoens
7
papers ·
27
citations
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Most-cited papers
Bayesian policy selection using active inference
2019 · 23 citations
Sensor Fusion for Robot Control through Deep Reinforcement Learning
2017 · 3 citations
Maximum Causal Entropy Inverse Constrained Reinforcement Learning
2023 · 1 citations
Modulation of temporal decision-making in a deep reinforcement learning agent under the dual-task paradigm
2025
Decoupled Learning of Environment Characteristics for Safe Exploration
2017
Learning Safety Constraints From Demonstration Using One-Class Decision Trees
2023
Reward Machine Inference for Robotic Manipulation
2024
Top co-authors
Sam Leroux
· 4
Bart Dhoedt
· 3
Mattijs Baert
· 3
Tim Verbelen
· 3
Steven Bohez
· 2
\'Alvaro Garrido-P\'erez
· 1
Amrapali Pednekar
· 1
Bert Vankeirsbilck
· 1
Elias De Coninck
· 1
Johannes Nauta
· 1
Ozan Catal
· 1
Pieter Van Molle
· 1
Topics
Model-Based RL
Exploration
Safe RL
Value-Based
RLHF & Alignment
Game AI
Multi-Agent
Policy Gradient