Heinrich Küttler

Most-cited papers

1. StarCraft II: A New Challenge for Reinforcement Learning

   O. Vinyals, T. Ewalds, S. Bartunov, Petko Georgiev +21 more

   2017arXiv.org987 citations

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2. DeepMind Lab

   Charlie Beattie, J. Leibo, Denis Teplyashin, Tom Ward +17 more

   2016arXiv.org274 citations

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3. Kickstarting Deep Reinforcement Learning

   Simon Schmitt, Jonathan J. Hudson, A. Žídek, Simon Osindero +7 more

   2018arXiv.org162 citations

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4. Learning with AMIGo: Adversarially Motivated Intrinsic Goals

   Andres Campero, R. Raileanu, Heinrich Küttler, J. Tenenbaum +2 more

   2020International Conference on Learning Representations150 citations

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5. MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

   Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder +6 more

   2021NeurIPS Datasets and Benchmarks129 citations

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6. The 1.688 repetitive DNA of Drosophila: concerted evolution at different genomic scales and association with genes.

   G. C. Kuhn, Heinrich Küttler, O. Moreira-Filho, J. Heslop-Harrison

   2012Molecular biology and evolution114 citations

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7. TorchBeast: A PyTorch Platform for Distributed RL

   Heinrich Küttler, Nantas Nardelli, Thibaut Lavril, Marco Selvatici +3 more

   2019arXiv.org63 citations

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8. Anderson’s Orthogonality Catastrophe

   Martin Gebert, Heinrich Küttler, P. Müller

   201427 citations Open access

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9. Dungeons and Data: A Large-Scale NetHack Dataset

   Eric Hambro, R. Raileanu, Dan Rothermel, Vegard Mella +3 more

   2022Neural Information Processing Systems22 citations Open access

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10. Anderson’s Orthogonality Catastrophe for One-Dimensional Systems

    Heinrich Küttler, P. Otte, W. Spitzer

    201316 citations Open access

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11. The exponent in the orthogonality catastrophe for Fermi gases

    Martin Gebert, Heinrich Küttler, P. Müller, P. Otte

    201415 citations Open access

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12. Anderson’s Orthogonality Catastrophe

    Martin Gebert, Heinrich Küttler, P. Müller

    2013Communications in Mathematical Physics3 citations Open access

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13. 2025 RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning

    Yu Wang, Shiwan Zhao, Zhi-Hu Wang, Ming Fan +124 more

    3 citations

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14. Grounding Aleatoric Uncertainty in Unsupervised Environment Design

    Minqi Jiang, Michael Dennis, Jack Parker-Holder, Andrei Lupu +4 more

    2022arXiv.org1 citations Open access

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15. Anderson’s Orthogonality Catastrophe for One-Dimensional Systems

    Heinrich Küttler, P. Otte, W. Spitzer

    2013Annales de l'Institute Henri Poincare. Physique theorique1 citations Open access

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16. THE 34TH INT ERNATIONAL CONFE RENCE ON MACHINE LEARNING

    Pineau Ravindran Rusu Levine, Er-Ran L. Li, Raquel Li, Andrew Urtasun +64 more

    1 citations

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17. Szeg\H{o}-type determinant asymptotics for generalized Hilbert matrices with edge eigenvalues

    Martin Gebert, Heinrich Küttler

    20260 citations

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