Grandmaster level in StarCraft II using multi-agent reinforcement learning. - Oriol Vinyals; Igor Babuschkin; Wojciech M. Czarnecki; Michaël Mathieu; Andrew Dudzik; Junyoung Chung; David H. Choi; Richard Powell; Timo Ewalds; Petko Georgiev; Junhyuk Oh; Dan Horgan; et al. (Nat., 2019)

Imitating Interactive Intelligence. - Josh Abramson; Arun Ahuja; Arthur Brussee; Federico Carnevale; Mary Cassin; Stephen Clark; Andrew Dudzik; Petko Georgiev; Aurelia Guy; Tim Harley; Felix Hill; Alden Hung; et al. (CoRR, 2020)

A Generalist Neural Algorithmic Learner. - Borja Ibarz; Vitaly Kurin; George Papamakarios; Kyriacos Nikiforou; Mehdi Bennani; Róbert Csordás; Andrew Joseph Dudzik; Matko Bosnjak; Alex Vitvitskyi; Yulia Rubanova; Andreea Deac; Beatrice Bevilacqua; et al. (LoG, 2022)

Graph Neural Networks are Dynamic Programmers. - Andrew Joseph Dudzik; Petar Velickovic (NeurIPS, 2022)

Asynchronous Algorithmic Alignment With Cocycles. - Andrew Joseph Dudzik; Tamara von Glehn; Razvan Pascanu; Petar Velickovic (LoG, 2023)

Position: Categorical Deep Learning is an Algebraic Theory of All Architectures. - Bruno Gavranovic; Paul Lessard; Andrew Joseph Dudzik; Tamara von Glehn; João Guilherme Madeira Araújo; Petar Velickovic (ICML, 2024)

Categorical Deep Learning: An Algebraic Theory of Architectures. - Bruno Gavranovic; Paul Lessard; Andrew Dudzik; Tamara von Glehn; João G. M. Araújo; Petar Velickovic (CoRR, 2024)

Transformers meet Neural Algorithmic Reasoners. - Wilfried Bounsi; Borja Ibarz; Andrew Dudzik; Jessica B. Hamrick; Larisa Markeeva; Alex Vitvitskyi; Razvan Pascanu; Petar Velickovic (CoRR, 2024)

Filter Equivariant Functions: A symmetric account of length-general extrapolation on lists. - Owen Lewis; Neil Ghani; Andrew Dudzik; Christos Perivolaropoulos; Razvan Pascanu; Petar Velickovic (CoRR, 2025)