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Matthijs T. J. Spaan

10 papers at tracked venues · 7 at CORE A* · active 20242025

Venues

Frequent coauthors

Papers

  1. Epistemic Bellman Operators
  2. Epistemic Monte Carlo Tree Search
  3. How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning
  4. Pessimistic Iterative Planning with RNNs for Robust POMDPs
  5. Trust-Region Twisted Policy Improvement
  6. Value Improved Actor Critic Algorithms
  7. VeRecycle: Reclaiming Guarantees from Probabilistic Certificates for Stochastic Dynamical Systems after Change
  8. Bayesian Ensembles for Exploration in Deep Q-Learning
  9. Diverse Projection Ensembles for Distributional Reinforcement Learning
  10. Scalable Safe Policy Improvement for Factored Multi-Agent MDPs