Search Results - "Dudzik, Andrew"

Grandmaster level in StarCraft II using multi-agent reinforcement learning by Vinyals, Oriol, Babuschkin, Igor, Czarnecki, Wojciech M., Mathieu, Michaël, Dudzik, Andrew, Chung, Junyoung, Choi, David H., Powell, Richard, Ewalds, Timo, Georgiev, Petko, Oh, Junhyuk, Horgan, Dan, Kroiss, Manuel, Danihelka, Ivo, Huang, Aja, Sifre, Laurent, Cai, Trevor, Agapiou, John P., Jaderberg, Max, Vezhnevets, Alexander S., Leblond, Rémi, Pohlen, Tobias, Dalibard, Valentin, Budden, David, Sulsky, Yury, Molloy, James, Paine, Tom L., Gulcehre, Caglar, Wang, Ziyu, Pfaff, Tobias, Wu, Yuhuai, Ring, Roman, Yogatama, Dani, Wünsch, Dario, McKinney, Katrina, Smith, Oliver, Schaul, Tom, Lillicrap, Timothy, Kavukcuoglu, Koray, Hassabis, Demis, Apps, Chris, Silver, David

“…Many real-world applications require artificial agents to compete and coordinate with other agents in complex environments. As a stepping stone to this goal,…”
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Embeddings and immersions of tropical curves by Cartwright, Dustin, Dudzik, Andrew, Manjunath, Madhusudan, Yao, Yuan

“…We construct immersions of trivalent abstract tropical curves in the Euclidean plane and embeddings of all abstract tropical curves in higher dimensional…”
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Graph Neural Networks are Dynamic Programmers by Dudzik, Andrew, Veličković, Petar

“…Recent advances in neural algorithmic reasoning with graph neural networks (GNNs) are propped up by the notion of algorithmic alignment. Broadly, a neural…”
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Quantales and Hyperstructures: Monads, Mo' Problems by Dudzik, Andrew

“…We present a theory of lattice-enriched semirings, called quantic semirings, which generalize both quantales and powersets of hyperrings. Using these…”
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Quantales and Hyperstructures by Dudzik, Andrew Joseph

“…We present a theory of lattice-enriched semirings, called quantic semirings, which generalize both quantales and powersets of hyperrings. Using these…”
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Asynchronous Algorithmic Alignment with Cocycles by Dudzik, Andrew, von Glehn, Tamara, Pascanu, Razvan, Veličković, Petar

“…State-of-the-art neural algorithmic reasoners make use of message passing in graph neural networks (GNNs). But typical GNNs blur the distinction between the…”
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Position: Categorical Deep Learning is an Algebraic Theory of All Architectures by Gavranović, Bruno, Lessard, Paul, Dudzik, Andrew, von Glehn, Tamara, Araújo, João G. M, Veličković, Petar

“…We present our position on the elusive quest for a general-purpose framework for specifying and studying deep learning architectures. Our opinion is that the…”
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Transformers meet Neural Algorithmic Reasoners by Bounsi, Wilfried, Ibarz, Borja, Dudzik, Andrew, Hamrick, Jessica B, Markeeva, Larisa, Vitvitskyi, Alex, Pascanu, Razvan, Veličković, Petar

“…Transformers have revolutionized machine learning with their simple yet effective architecture. Pre-training Transformers on massive text datasets from the…”
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A Generalist Neural Algorithmic Learner by 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

“…The cornerstone of neural algorithmic reasoning is the ability to solve algorithmic tasks, especially in a way that generalises out of distribution. While…”
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Embeddings and immersions of tropical curves by Cartwright, Dustin, Dudzik, Andrew, Manjunath, Madhusudan, Yao, Yuan

“…Collectanea Math. 67:1 (2016) 1-19 We construct immersions of trivalent abstract tropical curves in the Euclidean plane and embeddings of all abstract tropical…”
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Imitating Interactive Intelligence by Abramson, Josh, Ahuja, Arun, Barr, Iain, Brussee, Arthur, Carnevale, Federico, Cassin, Mary, Chhaparia, Rachita, Clark, Stephen, Damoc, Bogdan, Dudzik, Andrew, Georgiev, Petko, Guy, Aurelia, Harley, Tim, Hill, Felix, Hung, Alden, Kenton, Zachary, Landon, Jessica, Lillicrap, Timothy, Mathewson, Kory, Mokrá, Soňa, Muldal, Alistair, Santoro, Adam, Savinov, Nikolay, Varma, Vikrant, Wayne, Greg, Williams, Duncan, Wong, Nathaniel, Yan, Chen, Zhu, Rui

“…A common vision from science fiction is that robots will one day inhabit our physical spaces, sense the world as we do, assist our physical labours, and…”
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