Antoine Cully
Imperial College London
H-index: 26
Europe-United Kingdom
Top articles of Antoine Cully
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Qdax: A library for quality-diversity and population-based algorithms with hardware acceleration | Journal of Machine Learning Research | Felix Chalumeau Bryan Lim Raphael Boige Maxime Allard Luca Grillotti | 2024 |
Large Language Models as In-context AI Generators for Quality-Diversity | arXiv preprint arXiv:2404.15794 | Bryan Lim Manon Flageat Antoine Cully | 2024/4/24 |
Multi-Objective Quality-Diversity for Crystal Structure Prediction | arXiv preprint arXiv:2403.17164 | Hannah Janmohamed Marta Wolinska Shikha Surana Thomas Pierrot Aron Walsh | 2024/3/25 |
Beyond Expected Return: Accounting for Policy Reproducibility When Evaluating Reinforcement Learning Algorithms | Proceedings of the AAAI Conference on Artificial Intelligence | Manon Flageat Bryan Lim Antoine Cully | 2024/3/24 |
Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics | arXiv preprint arXiv:2403.09930 | Luca Grillotti Maxence Faldor Borja G León Antoine Cully | 2024/3/15 |
Illuminating the property space in crystal structure prediction using Quality-Diversity algorithms | arXiv preprint arXiv:2403.03511 | Marta Wolinska Aron Walsh Antoine Cully | 2024/3/6 |
Efficient Learning of Locomotion Skills through the Discovery of Diverse Environmental Trajectory Generator Priors | Shikha Surana Bryan Lim Antoine Cully | 2023/5/29 | |
Don't Bet on Luck Alone: Enhancing Behavioral Reproducibility of Quality-Diversity Solutions in Uncertain Domains | Luca Grillotti Manon Flageat Bryan Lim Antoine Cully | 2023/7/15 | |
Efficient exploration using model-based quality-diversity with gradients | Bryan Lim Manon Flageat Antoine Cully | 2023/7/24 | |
Accelerated Quality-Diversity through Massive Parallelism | Transactions on Machine Learning Research (TMLR) | Bryan Lim Maxime Allard Luca Grillotti Antoine Cully | 2022/2/2 |
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition | Shubham Jain Ana-Maria Cretu Antoine Cully Yves-Alexandre de Montjoye | 2023/5/26 | |
Kheperax: a lightweight jax-based robot control environment for benchmarking quality-diversity algorithms | Luca Grillotti Antoine Cully | 2023/7/15 | |
Understanding the Synergies between Quality-Diversity and Deep Reinforcement Learning | Bryan Lim Manon Flageat Antoine Cully | 2023/7/15 | |
Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement Learning | arXiv preprint arXiv:2401.08632 | Maxence Faldor Félix Chalumeau Manon Flageat Antoine Cully | 2023/12/10 |
Uncertain quality-diversity: Evaluation methodology and new methods for quality-diversity in uncertain domains | IEEE Transactions on Evolutionary Computation | Manon Flageat Antoine Cully | 2023/5/8 |
Benchmark tasks for Quality-Diversity applied to Uncertain domains | Manon Flageat Luca Grillotti Antoine Cully | 2023/7/15 | |
Map-elites with descriptor-conditioned gradients and archive distillation into a single policy | Maxence Faldor Félix Chalumeau Manon Flageat Antoine Cully | 2023/7/15 | |
Skill-Conditioned Policy Optimization with Successor Features Representations | Luca Grillotti Maxence Faldor Borja G León Antoine Cully | 2023/12/7 | |
Empirical analysis of pga-map-elites for neuroevolution in uncertain domains | ACM Transactions on Evolutionary Learning | Manon Flageat Felix Chalumeau Antoine Cully | 2023/3/29 |
Gradient-informed quality diversity for the illumination of discrete spaces | Raphaël Boige Guillaume Richard Jérémie Dona Thomas Pierrot Antoine Cully | 2023/7/15 |
Co-Authors
