Antoine Cully
Orcid: 0000-0002-3190-7073
According to our database1,
Antoine Cully
authored at least 88 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
2014
2016
2018
2020
2022
2024
0
5
10
15
20
10
7
7
1
8
1
2
1
3
1
1
2
7
12
8
5
1
2
1
1
1
1
2
2
1
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Uncertain Quality-Diversity: Evaluation Methodology and New Methods for Quality-Diversity in Uncertain Domains.
IEEE Trans. Evol. Comput., August, 2024
QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration.
J. Mach. Learn. Res., 2024
CoRR, 2024
CoRR, 2024
OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code.
CoRR, 2024
Illuminating the property space in crystal structure prediction using Quality-Diversity algorithms.
CoRR, 2024
CoRR, 2024
Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Genetic Drift Regularization: On Preventing Actor Injection from Breaking Evolution Strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
Beyond Expected Return: Accounting for Policy Reproducibility When Evaluating Reinforcement Learning Algorithms.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
ACM Trans. Evol. Learn. Optim., September, 2023
ACM Trans. Evol. Learn. Optim., June, 2023
ACM Trans. Evol. Learn. Optim., March, 2023
Trans. Mach. Learn. Res., 2023
QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration.
CoRR, 2023
Multiple Hands Make Light Work: Enhancing Quality and Diversity using MAP-Elites with Multiple Parallel Evolution Strategies.
CoRR, 2023
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition.
Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023
Efficient Learning of Locomotion Skills through the Discovery of Diverse Environmental Trajectory Generator Priors.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Quality-Diversity Optimisation on a Physical Robot Through Dynamics-Aware and Reset-Free Learning.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Understanding the Synergies between Quality-Diversity and Deep Reinforcement Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Improving the Data Efficiency of Multi-Objective Quality-Diversity through Gradient Assistance and Crowding Exploration.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Don't Bet on Luck Alone: Enhancing Behavioral Reproducibility of Quality-Diversity Solutions in Uncertain Domains.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Kheperax: a Lightweight JAX-based Robot Control Environment for Benchmarking Quality-Diversity Algorithms.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
2022
A Cloud-based Robot System for Long-term Interaction: Principles, Implementation, Lessons Learned.
ACM Trans. Hum. Robot Interact., 2022
IEEE Trans. Evol. Comput., 2022
Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems.
CoRR, 2022
Benchmarking Quality-Diversity Algorithms on Neuroevolution for Reinforcement Learning.
CoRR, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Relevance-guided unsupervised discovery of abilities with quality-diversity algorithms.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
2021
Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021
Policy manifold search: exploring the manifold hypothesis for diversity-based neuroevolution.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Multi-emitter MAP-elites: improving quality, diversity and data efficiency with heterogeneous sets of emitters.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Online Knowledge Level Tracking with Data-Driven Student Models and Collaborative Filtering.
IEEE Trans. Knowl. Data Eng., 2020
Multimodal representation models for prediction and control from partial information.
Robotics Auton. Syst., 2020
Frontiers Big Data, 2020
CoRR, 2020
Competitiveness of MAP-Elites against Proximal Policy Optimization on locomotion tasks in deterministic simulations.
CoRR, 2020
Multi-Emitter MAP-Elites: Improving quality, diversity and convergence speed with heterogeneous sets of emitters.
CoRR, 2020
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.
Artif. Life, 2020
Proceedings of the 2020 Conference on Artificial Life, 2020
2019
Probabilistic Real-Time User Posture Tracking for Personalized Robot-Assisted Dressing.
IEEE Trans. Robotics, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
IEEE Trans. Evol. Comput., 2018
Limbo: A Flexible High-performance Library for Gaussian Processes modeling and Data-Efficient Optimization.
J. Open Source Softw., 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
2015
PhD thesis, 2015
Bootstrapping interactions with objects from raw sensorimotor data: A novelty search based approach.
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015
2014
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014
2013
Int. J. Robotics Res., 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013