Publications

Gregor N. C. Simm, Robert Pinsler, Gábor Csányi, José Miguel Hernández-Lobato (2021). Symmetry-Aware Actor-Critic for 3D Molecular Design. In ICLR.

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Gregor N. C. Simm, Robert Pinsler, José Miguel Hernández-Lobato (2020). Reinforcement Learning for Molecular Design Guided by Quantum Mechanics. In ICML.

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Robert Pinsler, Jonathan Gordon, Eric Nalisnick, José Miguel Hernández-Lobato (2019). Bayesian Batch Active Learning as Sparse Subset Approximation. In NeurIPS.

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Robert Pinsler, Peter Karkus, Andras Kupcsik, David Hsu, Wee Sun Lee (2019). Factored Contextual Policy Search with Bayesian Optimization. In ICRA.

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Robert Pinsler, Riad Akrour, Takayuki Osa, Jan Peters, Gerhard Neumann (2018). Sample and feedback efficient hierarchical reinforcement learning from human preferences. In ICRA.