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Antoine Cully

11 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

GECCO ×7ICLR ×2AAAI ×1ICML ×1

Frequent coauthors

Maxence Faldor
×6
Manon Flageat
×3
Luca Grillotti
×2
Hannah Janmohamed
×2
Lisa Coiffard
×2
Bryan Lim
×2
Paul Templier
×2
Gabriel Béna
×1
Dan F. M. Goodman
×1
Ryan Bahlous-Boldi
×1
Lee Spector
×1
Johann Huber
×1

Papers

  1. A Path to Universal Neural Cellular Automata
    GECCO 2025 ·
    Gabriel Béna
    ,
    Maxence Faldor
    ,
    Dan F. M. Goodman
    , Antoine Cully
  2. CAX: Cellular Automata Accelerated in JAX
    ICLR 2025 ·
    Maxence Faldor
    , Antoine Cully
  3. Dominated Novelty Search: Rethinking Local Competition in Quality-Diversity
    GECCO 2025 ·
    Ryan Bahlous-Boldi
    ,
    Maxence Faldor
    ,
    Luca Grillotti
    ,
    Hannah Janmohamed
    ,
    Lisa Coiffard
    ,
    Lee Spector
    , Antoine Cully
  4. Evolutionary Reinforcement Learning
    GECCO 2025 · Antoine Cully,
    Bryan Lim
    ,
    Paul Templier
    ,
    Manon Flageat
  5. Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains
    GECCO 2025 ·
    Manon Flageat
    ,
    Johann Huber
    ,
    François Hélénon
    ,
    Stéphane Doncieux
    , Antoine Cully
  6. Multi-Objective Quality-Diversity in Unstructured and Unbounded Spaces
    GECCO 2025 ·
    Hannah Janmohamed
    , Antoine Cully
  7. OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code
    ICLR 2025 ·
    Maxence Faldor
    ,
    Jenny Zhang
    , Antoine Cully,
    Jeff Clune
  8. Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-Diversity
    GECCO 2025 ·
    Lisa Coiffard
    ,
    Paul Templier
    , Antoine Cully
  9. Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations
    GECCO 2025 ·
    Konstantinos Mitsides
    ,
    Maxence Faldor
    , Antoine Cully
  10. Beyond Expected Return: Accounting for Policy Reproducibility When Evaluating Reinforcement Learning Algorithms
    AAAI 2024 ·
    Manon Flageat
    ,
    Bryan Lim
    , Antoine Cully
  11. Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics
    ICML 2024 ·
    Luca Grillotti
    ,
    Maxence Faldor
    ,
    Borja G. León
    , Antoine Cully