Stable baselines A Hill, A Raffin, M Ernestus, A Gleave, R Traore, P Dhariwal, C Hesse, ... https://stable-baselines.readthedocs.io/en/master/, 2018 | 972 | 2018 |
DisCoRL: Continual Reinforcement Learning via Policy Distillation R Traoré, H Caselles-Dupré, T Lesort, T Sun, G Cai, N Díaz-Rodríguez, ... ICML 2019 - Workshop on Multi-Task and Lifelong Learning, 2019 | 118* | 2019 |
Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics A Raffin, A Hill, KR Traoré, T Lesort, N Díaz-Rodríguez, D Filliat Workshop on 'Structure & Priors in Reinforcement Learning' at ICLR 2019, 2019 | 66 | 2019 |
S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning A Raffin, A Hill, R Traoré, T Lesort, N Díaz-Rodríguez, D Filliat Workshop on 'Deep Reinforcement Learning', NeurIPS 2018, 2018 | 36 | 2018 |
Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems KR Traoré, A Camero, XX Zhu Under Review - Journal, 2021 | 13* | 2021 |
A Data-driven Approach to Neural Architecture Search Initialization KR Traoré, A Camero, XX Zhu Annals of Mathematics and Artificial Intelligence - Springer - Journal, 2023 | 4 | 2023 |
Landscape of Neural Architecture Search across sensors: how much do they differ? KR Traoré, A Camero, XX Zhu ISPRS 2022 - Annals of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 3 | 2022 |
Lessons from the Clustering Analysis of a Search Space: A Centroid-based Approach to Initializing NAS KR Traore, A Camero, XX Zhu Workshop on 'Data Science Meets Optimisation' at IJCAI 2021, 2021 | 2 | 2021 |
HPO: We won’t get fooled again R Traoré, A Camero, XX Zhu International Conference on Automated Machine Learning (Late-Breaking Workshop), 2022 | 1 | 2022 |
Compact Neural Architecture Search for Local Climate Zones Classification KR Traoré, A Camero, XX Zhu ESANN 2021, 2021 | 1 | 2021 |
Leveraging performance-based metadata for designing multi-objective NAS strategies for efficient models in Earth Observation E Demir, KR Traoré, A Camero ESANN 24, 2024 | | 2024 |
We won't get fooled again: when performance metric malfunction affects the landscape of hyperparameter optimization problems. KR Traoré, A Camero, XX Zhu International Conference on Optimization and Learning (OLA 2023), 2023 | | 2023 |