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Vitaly Kurin

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A Generalist Neural Algorithmic Learner

Sep 22, 2022
Borja Ibarz, Vitaly Kurin, George Papamakarios, Kyriacos Nikiforou, Mehdi Bennani, Róbert Csordás, Andrew Dudzik, Matko Bošnjak, Alex Vitvitskyi, Yulia Rubanova, Andreea Deac, Beatrice Bevilacqua, Yaroslav Ganin, Charles Blundell, Petar Veličković

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Insights From the NeurIPS 2021 NetHack Challenge

Mar 22, 2022
Eric Hambro, Sharada Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, Daejin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich Küttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Parker-Holder, Roberta Raileanu, Karolis Ramanauskas, Tim Rocktäschel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, Michał Sypetkowski

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You May Not Need Ratio Clipping in PPO

Jan 31, 2022
Mingfei Sun, Vitaly Kurin, Guoqing Liu, Sam Devlin, Tao Qin, Katja Hofmann, Shimon Whiteson

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In Defense of the Unitary Scalarization for Deep Multi-Task Learning

Jan 20, 2022
Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov, Shimon Whiteson, M. Pawan Kumar

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

Sep 27, 2021
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel

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Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing

Mar 01, 2021
Charlie Blake, Vitaly Kurin, Maximilian Igl, Shimon Whiteson

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My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control

Oct 05, 2020
Vitaly Kurin, Maximilian Igl, Tim Rocktäschel, Wendelin Boehmer, Shimon Whiteson

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Deep Coordination Graphs

Sep 27, 2019
Wendelin Böhmer, Vitaly Kurin, Shimon Whiteson

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Improving SAT Solver Heuristics with Graph Networks and Reinforcement Learning

Sep 26, 2019
Vitaly Kurin, Saad Godil, Shimon Whiteson, Bryan Catanzaro

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