Robert Pinsler

According to our database, Robert Pinsler authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MatterGen: a generative model for inorganic materials design.

Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Sasha Shysheya, Jonathan Crabbé, Lixin Sun, Jake Smith, Ryota Tomioka, Tian Xie

CoRR, 2023

Two for One: Diffusion Models and Force Fields for Coarse-Grained Molecular Dynamics.

Marloes Arts, Victor Garcia Satorras, Chin-Wei Huang, Daniel Zügner, Marco Federici, Cecilia Clementi, Frank Noé, Robert Pinsler, Rianne van den Berg

CoRR, 2023

2021

Symmetry-Aware Actor-Critic for 3D Molecular Design.

Gregor N. C. Simm, Robert Pinsler, Gábor Csányi, José Miguel Hernández-Lobato

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Reinforcement Learning for Molecular Design Guided by Quantum Mechanics.

Gregor N. C. Simm, Robert Pinsler, José Miguel Hernández-Lobato

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Bayesian Batch Active Learning as Sparse Subset Approximation.

Robert Pinsler, Jonathan Gordon, Eric T. Nalisnick, José Miguel Hernández-Lobato

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Factored Contextual Policy Search with Bayesian optimization.

Robert Pinsler, Péter Karkus, Andras Gabor Kupcsik, David Hsu, Wee Sun Lee

Proceedings of the International Conference on Robotics and Automation, 2019

2018

Sample and Feedback Efficient Hierarchical Reinforcement Learning from Human Preferences.

Robert Pinsler, Riad Akrour, Takayuki Osa, Jan Peters, Gerhard Neumann

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018