PeopleofSuperintelligence

Researcher

Edward Hughes

Also known as Ed Hughes

Edward Hughes is co-founder and chief scientist of Inherent, a London-based lab building AI that discovers new knowledge. His research spans multi-agent reinforcement learning, as in a 2019 ICML paper on social influence, and open-endedness, the subject of a 2024 ICML position paper. He co-authored Genie: Generative Interactive Environments, which received an ICML 2024 Best Paper award. In July 2024 DeepMind announced that AlphaProof and AlphaGeometry 2 reached silver-medal standard on International Mathematical Olympiad problems, and he was among AlphaProof's key contributors.

Now at
Inherent

Timeline

  1. 2019

    Social influence for multi-agent learning

    He co-authors Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning, which appears in the 2019 ICML proceedings.

  2. 2024

    A best paper for Genie

    ICML 2024 gives Genie: Generative Interactive Environments a Best Paper award, and he is among its co-authors.

  3. 2024

    A position on open-endedness

    His first-author paper, Position: Open-Endedness is Essential for Artificial Superhuman Intelligence, is an oral presentation at ICML 2024.

  4. July 2024

    Contributing to AlphaProof

    In July 2024 DeepMind announces that AlphaProof and AlphaGeometry 2 reach silver-medal standard on International Mathematical Olympiad problems, and he is among AlphaProof's key contributors.

  5. As of October 2026

    Co-founding Inherent

    He is co-founder and chief scientist of Inherent, a London-based lab building AI that discovers new knowledge.

Sources and credits

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  1. Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning proceedings.mlr.press. Checked 15 October 2026.
  2. ICML 2024 Awards icml.cc. Checked 15 October 2026.
  3. ICML Oral Position: Open-Endedness is Essential for Artificial Superhuman Intelligence icml.cc. Checked 15 October 2026.
  4. Position: Open-Endedness is Essential for Artificial Superhuman Intelligence proceedings.mlr.press. Checked 15 October 2026.
  5. AI achieves silver-medal standard solving International Mathematical Olympiad problems — Google DeepMind deepmind.google. Checked 15 October 2026.
  6. Inherent, founded by DeepMind alumni, says its AI 'teammate' just outperformed Anthropic and OpenAI at replicating research | TechCrunch techcrunch.com. Checked 15 October 2026.
  7. Ed Hughes - Foresight Institute foresight.org. Checked 15 October 2026.