Reward learning from human preferences and demonstrations in Atari. - Borja Ibarz; Jan Leike; Tobias Pohlen; Geoffrey Irving; Shane Legg; Dario Amodei (NeurIPS, 2018)

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)

Normalizing flows for atomic solids. - Peter Wirnsberger; George Papamakarios; Borja Ibarz; Sébastien Racanière; Andrew J. Ballard; Alexander Pritzel; Charles Blundell (Mach. Learn. Sci. Technol., 2022)

Neural Algorithmic Reasoning with Causal Regularisation. - Beatrice Bevilacqua; Kyriacos Nikiforou; Borja Ibarz; Ioana Bica; Michela Paganini; Charles Blundell; Jovana Mitrovic; Petar Velickovic (ICML, 2023)

Gibbs free energies via isobaric-isothermal flows. - Peter Wirnsberger; Borja Ibarz; George Papamakarios (CoRR, 2023)

Estimating Gibbs free energies via isobaric-isothermal flows. - Peter Wirnsberger; Borja Ibarz; George Papamakarios (Mach. Learn. Sci. Technol., 2023)

The CLRS-Text Algorithmic Reasoning Language Benchmark. - Larisa Markeeva; Sean McLeish; Borja Ibarz; Wilfried Bounsi; Olga Kozlova; Alex Vitvitskyi; Charles Blundell; Tom Goldstein; Avi Schwarzschild; 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)

Amplifying human performance in combinatorial competitive programming. - Petar Velickovic; Alex Vitvitskyi; Larisa Markeeva; Borja Ibarz; Lars Buesing; Matej Balog; Alexander Novikov 001 (CoRR, 2024)