publications

2025

  1. ebo.jpg
    Epistemic Bellman Operators
    Pascal R. Vaart, Matthijs T.J. Spaan, and Neil Yorke-Smith
    In Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
    To appear

2024

  1. bayesian_ensembles.jpg
    Bayesian Ensembles for Exploration in Deep Reinforcement Learning
    Pascal R. Vaart, Neil Yorke-Smith, and Matthijs T. J. Spaan
    In Proceedings of the 2024 International Conference on Autonomous Agents and MultiAgent Systems, Auckland, New Zealand, 2024
  2. Value Improved Actor Critic Algorithms
    Yaniv Oren, Moritz A Zanger, Pascal R Vaart, and 2 more authors
    arXiv preprint arXiv:2406.01423, 2024

2021

  1. Model based Multi-agent Reinforcement Learning with Tensor Decompositions
    Pascal Van Der Vaart, Anuj Mahajan, and Shimon Whiteson
    2nd Workshop on Quantum Tensor Networks in Machine Learning (NeurIPS 2021), 2021