Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement LearningThéo Vincent; Fabian Wahren; Jan Peters; Boris Belousov; Carlo D'EramoIn: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2025), ICLR, 2025.
Eau De Q-Network: Adaptive Distillation of Neural Networks in Deep Reinforcement LearningThéo Vincent; Tim Lukas Faust; Yogesh Tripathi; Jan Peters; Carlo D'EramoIn: Proceedings of the 2nd Reinforcement Learning Conference 2025. Reinforcement Learning Conference (RLC-2025), August 5-9, Edmonton, AB, Canada, Reinforcement Learning Journal (RLJ), 2025.
Deep Reinforcement Learning Agents are not even close to Human IntelligenceQuentin Delfosse; Jannis Blüml; Fabian Tatai; Théo Vincent; Bjarne Gregori; Elisabeth Dillies; Jan Peters; Constantin A. Rothkopf; Kristian KerstingIn: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.21731, Pages 1-49, Computing Research Repository, 2025.
