René Traoré

Proceedings of the Optimization and Learning - 6th International Conference, 2023

2022

HPO: We won't get fooled again.

[BibT_eX]

[DOI]

CoRR, 2022

Landscape of Neural Architecture Search across sensors: how much do they differ ?

[BibT_eX]

[DOI]

CoRR, 2022

2021

A Data-driven Approach to Neural Architecture Search Initialization.

[BibT_eX]

[DOI]

CoRR, 2021

Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems.

[BibT_eX]

[DOI]

CoRR, 2021

Lessons from the Clustering Analysis of a Search Space: A Centroid-based Approach to Initializing NAS.

[BibT_eX]

[DOI]

CoRR, 2021

Compact Neural Architecture Search for Local Climate Zones Classification.

[BibT_eX]

[DOI]

René Traoré

Xiaoxiang Zhu

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2019

DisCoRL: Continual Reinforcement Learning via Policy Distillation.

[BibT_eX]

[DOI]

CoRR, 2019

Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer.

[BibT_eX]

[DOI]

CoRR, 2019

Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics.

[BibT_eX]

[DOI]

CoRR, 2019

2018

S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning.

[BibT_eX]

[DOI]