Deep Coordination Graphs von Böhmer, Wendelin, Kurin, Vitaly, Whiteson, Shimon

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Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing von Blake, Charlie, Kurin, Vitaly, Igl, Maximilian, Whiteson, Shimon

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Fast Efficient Hyperparameter Tuning for Policy Gradients von Paul, Supratik, Kurin, Vitaly, Whiteson, Shimon

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My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control von Kurin, Vitaly, Igl, Maximilian, Rocktäschel, Tim, Boehmer, Wendelin, Whiteson, Shimon

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You May Not Need Ratio Clipping in PPO von Sun, Mingfei, Kurin, Vitaly, Liu, Guoqing, Devlin, Sam, Qin, Tao, Hofmann, Katja, Whiteson, Shimon

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In Defense of the Unitary Scalarization for Deep Multi-Task Learning von Kurin, Vitaly, De Palma, Alessandro, Kostrikov, Ilya, Whiteson, Shimon, Kumar, M. Pawan

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Can $Q$-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver? von Kurin, Vitaly, Godil, Saad, Whiteson, Shimon, Catanzaro, Bryan

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Behaviour Models for Autonomous Vehicle Simulators von Whiteson, Shimon Azariah, Kasewa, Sudhanshu, Behbahani, Feryal, Messias, Joao, Chen, Xi, Kurin, Vitaly, Shiarli, Kyriacos

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A Generalist Neural Algorithmic Learner von Ibarz, Borja, Kurin, Vitaly, Papamakarios, George, Nikiforou, Kyriacos, Bennani, Mehdi, Csordás, Róbert, Dudzik, Andrew, Bošnjak, Matko, Vitvitskyi, Alex, Rubanova, Yulia, Deac, Andreea, Bevilacqua, Beatrice, Ganin, Yaroslav, Blundell, Charles, Veličković, Petar

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MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research von Samvelyan, Mikayel, Kirk, Robert, Kurin, Vitaly, Parker-Holder, Jack, Jiang, Minqi, Hambro, Eric, Petroni, Fabio, Küttler, Heinrich, Grefenstette, Edward, Rocktäschel, Tim

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Deep Coordination Graphs von Böhmer, Wendelin, Kurin, Vitaly, Whiteson, Shimon

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Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing von Blake, Charlie, Kurin, Vitaly, Igl, Maximilian, Whiteson, Shimon

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Fast Efficient Hyperparameter Tuning for Policy Gradients von Supratik, Paul, Kurin, Vitaly, Whiteson, Shimon

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In Defense of the Unitary Scalarization for Deep Multi-Task Learning von Kurin, Vitaly, De Palma, Alessandro, Kostrikov, Ilya, Whiteson, Shimon, Kumar, M Pawan

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The Atari Grand Challenge Dataset von Kurin, Vitaly, Nowozin, Sebastian, Hofmann, Katja, Beyer, Lucas, Leibe, Bastian

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Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters von Beyer, Lucas, Breuers, Stefan, Kurin, Vitaly, Leibe, Bastian

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My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control von Kurin, Vitaly, Igl, Maximilian, Rocktäschel, Tim, Boehmer, Wendelin, Whiteson, Shimon

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Fast Context Adaptation via Meta-Learning von Zintgraf, Luisa M, Shiarlis, Kyriacos, Kurin, Vitaly, Hofmann, Katja, Whiteson, Shimon

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Can \(Q\)-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver? von Kurin, Vitaly, Godil, Saad, Whiteson, Shimon, Catanzaro, Bryan

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Insights From the NeurIPS 2021 NetHack Challenge von Hambro, Eric, Mohanty, Sharada, Babaev, Dmitrii, Byeon, Minwoo, Chakraborty, Dipam, Grefenstette, Edward, Jiang, Minqi, Jo, Daejin, Kanervisto, Anssi, Kim, Jongmin, Kim, Sungwoong, Kirk, Robert, Kurin, Vitaly, Küttler, Heinrich, Kwon, Taehwon, Lee, Donghoon, Mella, Vegard, Nardelli, Nantas, Nazarov, Ivan, Ovsov, Nikita, Parker-Holder, Jack, Raileanu, Roberta, Ramanauskas, Karolis, Rocktäschel, Tim, Rothermel, Danielle, Samvelyan, Mikayel, Sorokin, Dmitry, Sypetkowski, Maciej, Sypetkowski, Michał

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