Tobias Pohlen

Most-cited papers

1. Grandmaster level in StarCraft II using multi-agent reinforcement learning

   O. Vinyals, Igor Babuschkin, W. Czarnecki, Michaël Mathieu +38 more

   2019Nature4,581 citations

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2. Scaling Language Models: Methods, Analysis & Insights from Training Gopher

   Jack W. Rae, Sebastian Borgeaud, Trevor Cai, Katie Milli-can +76 more

   2021arXiv.org1,685 citations

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3. Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes

   Tobias Pohlen, Alexander Hermans, Markus Mathias, B. Leibe

   2016Computer Vision and Pattern Recognition597 citations Open access

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4. Reward learning from human preferences and demonstrations in Atari

   Borja Ibarz, Jan Leike, Tobias Pohlen, Geoffrey Irving +2 more

   2018Neural Information Processing Systems517 citations

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5. Mastering the game of Stratego with model-free multiagent reinforcement learning

   J. Pérolat, B. De Vylder, D. Hennes, Eugene Tarassov +30 more

   2022Science307 citations Open access

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6. A data-driven approach for learning to control computers

   P. Humphreys, D. Raposo, Tobias Pohlen, Gregory Thornton +7 more

   2022International Conference on Machine Learning133 citations

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7. Observe and Look Further: Achieving Consistent Performance on Atari

   Tobias Pohlen, Bilal Piot, Todd Hester, M. G. Azar +9 more

   2018arXiv.org130 citations

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8. Neural Predictive Belief Representations

   Z. Guo, M. G. Azar, Bilal Piot, B. '. Pires +2 more

   2018arXiv.org83 citations

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9. Support Vector Machines

   Tobias Pohlen

   201412 citations

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10. Semantic segmentation of modular furniture

    Tobias Pohlen, Ishrat Badami, Markus Mathias, B. Leibe

    2016IEEE Workshop/Winter Conference on Applications of Computer Vision7 citations

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11. Cross-Lingual Multi-Hop Knowledge Editing – Benchmarks, Analysis and a Simple Contrastive Learning based Approach

    Aditi Khandelwal, Harman Singh, Hengrui Gu, Tianlong Chen +286 more

    3 citations

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12. Towards Policy-Guided Conversational Recommendation with Dialogue Acts

    Paul Crook, Y-Lan Boureau, J. Weston, Akbar Karimi +63 more

    20220 citations

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13. Towards Consistent Performance on Atari using Expert Demonstrations

    Tobias Pohlen, Bilal Piot, Todd Hester, M. G. Azar +9 more

    20180 citations

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