Charlie Beattie

Vector-based navigation using grid-like representations in artificial agents

Razvan Pascanu, Raia Hadsell, Fabio Viola, 2018, Nature.

Uncovering Surprising Behaviors in Reinforcement Learning via Worst-case Analysis

Pushmeet Kohli, Jonathan Uesato, Richard Everett, 2018 .

Quantifying environment and population diversity in multi-agent reinforcement learning pdf

Joel Z. Leibo, Richard Everett, Kevin R. McKee, 2021, ArXiv.

Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs pdf

Pushmeet Kohli, Olaf Ronneberger, Jonas Adler, 2021, ArXiv.

Deep reinforcement learning models the emergent dynamics of human cooperation pdf

Joel Z. Leibo, Martin J. Chadwick, Thore Graepel, 2021, ArXiv.

Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot pdf

Joel Z. Leibo, Peter Sunehag, Thore Graepel, 2021, ICML.