Matthijs T. J. Spaan
15 papers
· 2005–2025
· 7 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(20)
π
Interdisciplinary Bridge
π£
Hot Topic Early Bird
π§¬
Topic Evolution
ποΈ
Keyword Collector
(53)
π
Century Club
(15)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
ICML (4)
AAAI (3)
ICLR (2)
IJCAI (2)
RSS (2)
ACL (1)
JMLR (1)
Top co-authors
Keywords
reinforcement learning
(3)
safe policy improvement
(3)
sample complexity
(2)
sample efficiency
(1)
reinforcement learning theory
(1)
uncertainty quantification
(1)
structure learning
(1)
sequential decision making
(1)
bayesian regret
(1)
policy learning
(1)
distributional reinforcement learning
(1)
partially observable markov decision process
(1)
policy iteration
(1)
partially observable stochastic game
(1)
worst-case optimization
(1)
policy improvement
(1)
scalable training
(1)
monte carlo tree search
(1)
epistemic uncertainty
(1)
offline reinforcement learning
(1)
Papers
Trust-Region Twisted Policy Improvement
ICML 2025
Epistemic Monte Carlo Tree Search
ICLR 2025
Epistemic Bellman Operators
AAAI 2025