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Matthijs T. J. Spaan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Matthijs T. J. Spaan
8
papers ·
7
citations ·
28
h-index
Delft University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning by Guided Safe Exploration
2023 · 6 citations
Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL
2023 · 1 citations
Universal Value-Function Uncertainties
2025
Trust-Region Twisted Policy Improvement
2025
Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems
2022
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
2022
Diverse Projection Ensembles for Distributional Reinforcement Learning
2023
Value Improved Actor Critic Algorithms
2024
Top co-authors
Frans A. Oliehoek
· 3
Miguel Suau
· 3
Moritz A. Zanger
· 3
Jinke He
· 2
Pascal R. van der Vaart
· 2
Wendelin B\"ohmer
· 2
Yaniv Oren
· 2
Caroline Horsch
· 1
Jinke He
· 1
Joery A. de Vries
· 1
Max Weltevrede
· 1
Mustafa Mert \c{C}elikok
· 1
Topics
Exploration
Value-Based
Model-Based RL
Offline RL
Policy Gradient
Multi-Agent
Safe RL
Meta-RL
Game AI