S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning. - Antonin Raffin; Ashley Hill; René Traoré; Timothée Lesort; Natalia Díaz Rodríguez; David Filliat (CoRR, 2018)

Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics. - Antonin Raffin; Ashley Hill; Kalifou René Traoré; Timothée Lesort; Natalia Díaz Rodríguez; David Filliat (CoRR, 2019)

Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer. - René Traoré; Hugo Caselles-Dupré; Timothée Lesort; Te Sun; Natalia Díaz Rodríguez; David Filliat (CoRR, 2019)

DisCoRL: Continual Reinforcement Learning via Policy Distillation. - René Traoré; Hugo Caselles-Dupré; Timothée Lesort; Te Sun; Guanghang Cai; Natalia Díaz Rodríguez; David Filliat (CoRR, 2019)

Compact Neural Architecture Search for Local Climate Zones Classification. - René Traoré; Andrés Camero; Xiaoxiang Zhu 001 (ESANN, 2021)

Lessons from the Clustering Analysis of a Search Space: A Centroid-based Approach to Initializing NAS. - Kalifou René Traoré; Andrés Camero; Xiao Xiang Zhu 001 (CoRR, 2021)

Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems. - Kalifou René Traoré; Andrés Camero; Xiao Xiang Zhu 001 (CoRR, 2021)

A Data-driven Approach to Neural Architecture Search Initialization. - Kalifou René Traoré; Andrés Camero; Xiao Xiang Zhu 001 (CoRR, 2021)

Landscape of Neural Architecture Search across sensors: how much do they differ ? - Kalifou René Traoré; Andrés Camero; Xiao Xiang Zhu 001 (CoRR, 2022)

HPO: We won't get fooled again. - Kalifou René Traoré; Andrés Camero; Xiao Xiang Zhu 001 (CoRR, 2022)

We Won't Get Fooled Again: When Performance Metric Malfunction Affects the Landscape of Hyperparameter Optimization Problems. - Kalifou René Traoré; Andrés Camero; Xiao Xiang Zhu 001 (OLA, 2023)

Leveraging performance-based metadata for designing multi-objective NAS strategies for efficient models in Earth Observation. - Emre Demir; René Traoré; Andrés Camero (ESANN, 2024)