Matthijs T. J. Spaan

10 papers at tracked venues · 7 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICLR ×2 ICML ×2 NeurIPS ×2 AAAI ×1 AAMAS ×1 ECAI ×1 IJCAI ×1

Frequent coauthors

Wendelin Boehmer

×4

Pascal R. van der Vaart

×3

Yaniv Oren

×3

Moritz Akiya Zanger

×3

Neil Yorke-Smith

×2

Thiago D. Simão

×2

Viliam Vadocz

×1

Max Weltevrede

×1

Maris F. L. Galesloot

×1

Marnix Suilen

×1

Steven Carr

×1

Ufuk Topcu

×1

Papers

Epistemic Bellman Operators
AAAI 2025 ·
Pascal R. van der Vaart
, Matthijs T. J. Spaan,
Neil Yorke-Smith
Epistemic Monte Carlo Tree Search
ICLR 2025 ·
Yaniv Oren
,
Viliam Vadocz
, Matthijs T. J. Spaan,
Wendelin Boehmer
How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning
NeurIPS 2025 ·
Max Weltevrede
,
Moritz A. Zanger
, Matthijs T. J. Spaan,
Wendelin Boehmer
Pessimistic Iterative Planning with RNNs for Robust POMDPs
ECAI 2025 ·
Maris F. L. Galesloot
,
Marnix Suilen
,
Thiago D. Simão
,
Steven Carr
, Matthijs T. J. Spaan,
Ufuk Topcu
,
Nils Jansen
Trust-Region Twisted Policy Improvement
ICML 2025 ·
Joery A. de Vries
,
Jinke He
,
Yaniv Oren
, Matthijs T. J. Spaan
Value Improved Actor Critic Algorithms
NeurIPS 2025 ·
Yaniv Oren
,
Moritz A. Zanger
,
Pascal R. van der Vaart
,
Mustafa Mert Çelikok
,
Wendelin Boehmer
, Matthijs T. J. Spaan
VeRecycle: Reclaiming Guarantees from Probabilistic Certificates for Stochastic Dynamical Systems after Change
IJCAI 2025 ·
Sterre Lutz
, Matthijs T. J. Spaan,
Anna Lukina
Bayesian Ensembles for Exploration in Deep Q-Learning
AAMAS 2024 ·
Pascal R. van der Vaart
,
Neil Yorke-Smith
, Matthijs T. J. Spaan
Diverse Projection Ensembles for Distributional Reinforcement Learning
ICLR 2024 ·
Moritz Akiya Zanger
,
Wendelin Boehmer
, Matthijs T. J. Spaan
Scalable Safe Policy Improvement for Factored Multi-Agent MDPs
ICML 2024 ·
Federico Bianchi
,
Edoardo Zorzi
,
Alberto Castellini
,
Thiago D. Simão
, Matthijs T. J. Spaan,
Alessandro Farinelli