Map-elites with descriptor-conditioned gradients and archive distillation into a single policy M Faldor, F Chalumeau, M Flageat, A Cully Proceedings of the Genetic and Evolutionary Computation Conference, 138-146, 2023 | 19 | 2023 |
OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code M Faldor, J Zhang, A Cully, J Clune arXiv preprint arXiv:2405.15568, 2024 | 12 | 2024 |
Synergizing quality-diversity with descriptor-conditioned reinforcement learning M Faldor, F Chalumeau, M Flageat, A Cully arXiv preprint arXiv:2401.08632, 2023 | 8 | 2023 |
Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity M Faldor, A Cully ALIFE 2024: Proceedings of the 2024 Artificial Life Conference, 2024 | 3 | 2024 |
Quality-diversity actor-critic: learning high-performing and diverse behaviors via value and successor features critics L Grillotti, M Faldor, BG León, A Cully arXiv preprint arXiv:2403.09930, 2024 | 3 | 2024 |
Skill-conditioned policy optimization with successor features representations L Grillotti, M Faldor, BG León, A Cully Second Agent Learning in Open-Endedness Workshop, 2023 | 3 | 2023 |
Dominated Novelty Search: Rethinking Local Competition in Quality-Diversity R Bahlous-Boldi, M Faldor, L Grillotti, H Janmohamed, L Coiffard, ... arXiv preprint arXiv:2502.00593, 2025 | 1 | 2025 |
The AI CUDA Engineer: Agentic CUDA Kernel Discovery, Optimization and Composition RT Lange, A Prasad, Q Sun, M Faldor, Y Tang, D Ha | | 2025 |
Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization M Faldor, RT Lange, A Cully arXiv preprint arXiv:2502.02190, 2025 | | 2025 |
Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations K Mitsides, M Faldor, A Cully arXiv preprint arXiv:2501.18723, 2025 | | 2025 |
Preference-Conditioned Gradient Variations for Multi-Objective Quality-Diversity H Janmohamed, M Faldor, T Pierrot, A Cully arXiv preprint arXiv:2411.12433, 2024 | | 2024 |
CAX: Cellular Automata Accelerated in JAX M Faldor, A Cully arXiv preprint arXiv:2410.02651, 2024 | | 2024 |