TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning Li, G.; Tian, D.; Zhou, H.; Jiang, X.; Lioutikov, R.; Neumann, G. 2025. The Thirteenth International Conference on Learning Representations, 60311–60340, International Conference on Learning Representations (ICLR)
Efficient Off-Policy Learning for High-Dimensional Action Spaces Otto, F.; Becker, P.; Ngo, V. A.; Neumann, G. 2025. The Thirteenth International Conference on Learning Representations, 48469–48487, International Conference on Learning Representations (ICLR)
Underdamped Diffusion Bridges with Applications to Sampling Blessing, D.; Berner, J.; Richter, L.; Neumann, G. 2025. The Thirteenth International Conference on Learning Representations, 69972–70004, International Conference on Learning Representations (ICLR)