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Updated: Sep 5, 2025

Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems
Published on: May 5, 2015
Learning agents that acquire representations of social groups
Joel Z Leibo1, Alexander Sasha Vezhnevets1, Maria K Eckstein1
1DeepMind, London EC4A 3TW, UK jzl@deepmind.com vezhnick@deepmind.com mariaeckstein@deepmind.com jagapiou@deepmind.com duenez@deepmind.comwww.jzleibo.com.
Abstract:
Humans are learning agents that acquire social group representations from experience. Here, we discuss how to construct artificial agents capable of this feat. One approach, based on deep reinforcement learning, allows the necessary representations to self-organize. This minimizes the need for hand-engineering, improving robustness and scalability. It also enables "virtual neuroscience" research on the learned representations.
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