Guided Exploration with Proximal Policy Optimization using a Single Demonstration. - Gabriele Libardi; Gianni De Fabritiis; Sebastian Dittert (ICML, 2021)

TorchRL: A data-driven decision-making library for PyTorch. - Albert Bou; Matteo Bettini; Sebastian Dittert; Vikash Kumar; Shagun Sodhani; Xiaomeng Yang; Gianni De Fabritiis; Vincent Moens (ICLR, 2024)

BricksRL: A Platform for Democratizing Robotics and Reinforcement Learning Research and Education with LEGO. - Sebastian Dittert; Vincent Moens; Gianni De Fabritiis (NeurIPS, 2024)

ACEGEN: Reinforcement Learning of Generative Chemical Agents for Drug Discovery. - Albert Bou; Morgan Thomas; Sebastian Dittert; Carles Navarro; Maciej Majewski; Ye Wang 024; Shivam Patel; Gary Tresadern; Mazen Ahmad; Vincent Moens; Woody Sherman; Simone Sciabola; et al. (J. Chem. Inf. Model., 2024)