Spaan, Matthijs T. J.

1. Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL
   2023/06/04 by Miguel Suau, Matthijs T. J. Spaan, Suau, Miguel +3 · 3 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
2. Diverse Projection Ensembles for Distributional Reinforcement Learning
   2023/06/12 by Zanger, Moritz A., Böhmer, Wendelin, Spaan, Matthijs T. J. · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Epistemic Monte Carlo Tree Search
   2022/10/21 by Oren, Yaniv, Vadocz, Villiam, Spaan, Matthijs T. J. +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Value Improved Actor Critic Algorithms
   2024/06/03 by Oren, Yaniv, Zanger, Moritz A., van der Vaart, Pascal R. +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. When Do Off-Policy and On-Policy Policy Gradient Methods Align?
   2024/02/19 by Mambelli, Davide, Bongers, Stephan, Zoeter, Onno +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Illuminating Blind Spots of Language Models with Targeted Agent-in-the-Loop Synthetic Data
   2024/03/26 by Lippmann, Philip, Spaan, Matthijs T. J., Yang, Jie · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model
   2025/03/14 by Moritz A. Zanger, Zanger, Moritz A., Pascal R. Van der Vaart +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
8. Abstraction-Refinement for Hierarchical Probabilistic Models
   2022/06/06 by Junges, Sebastian, Spaan, Matthijs T. J. · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO)