| 2025 | GECCO | Dominated Novelty Search: Rethinking Local Competition in Quality-Diversity. | Ryan Bahlous-Boldi, Maxence Faldor, Luca Grillotti, Hannah Janmohamed, Lisa Coiffard, Lee Spector, Antoine Cully |
| 2025 | GECCO | A Path to Universal Neural Cellular Automata. | Gabriel Bna, Maxence Faldor, Dan F. M. Goodman, Antoine Cully |
| 2025 | GECCO | Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations. | Konstantinos Mitsides, Maxence Faldor, Antoine Cully |
| 2025 | ICLR | CAX: Cellular Automata Accelerated in JAX. | Maxence Faldor, Antoine Cully |
| 2025 | ICLR | OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code. | Maxence Faldor, Jenny Zhang, Antoine Cully, Jeff Clune |
| 2024 | ICML | Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics. | Luca Grillotti, Maxence Faldor, Borja G. Len, Antoine Cully |
| 2023 | GECCO | MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy. | Maxence Faldor, Flix Chalumeau, Manon Flageat, Antoine Cully |