Loic Matthey

SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition pdf

Matthew Botvinick, Antonia Creswell, Daniel Zoran, 2021, NeurIPS.

Alchemy: A structured task distribution for meta-reinforcement learning pdf

Zeb Kurth-Nelson, Demis Hassabis, Matthew Botvinick, 2021, ArXiv.

Constellation: Learning relational abstractions over objects for compositional imagination pdf

James C.R. Whittington, James C. R. Whittington, Alexander Lerchner, 2021, ArXiv.

Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents

Zeb Kurth-Nelson, Demis Hassabis, Matthew Botvinick, 2021, NeurIPS Datasets and Benchmarks.