Kalifou René Traoré
Kalifou René Traoré
Doctoral Candidate - German Aerospace Center (DLR) & Technische Universität München (TUM)
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Stable baselines
A Hill, A Raffin, M Ernestus, A Gleave, R Traore, P Dhariwal, C Hesse, ...
https://stable-baselines.readthedocs.io/en/master/, 2018
4652018
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
292019
DisCoRL: Continual Reinforcement Learning via Policy Distillation
R Traoré, H Caselles-Dupré, T Lesort, T Sun, G Cai, N Díaz-Rodríguez, ...
Deep Reinforcement Learning Workshop, NeuRIPS 2019, 2019
212019
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
212018
Continual reinforcement learning deployed in real-life using policy distillation and sim2real transfer
KR Traoré, H Caselles-Dupré, T Lesort, T Sun, N Diaz-Rodriguez, D Filliat
ICML Workshop on Multi-Task and Lifelong Learning 2019, 2019
132019
Stable baselines (2018)
A Hill, A Raffin, M Ernestus, A Gleave, A Kanervisto, R Traore, P Dhariwal, ...
13*
Compact Neural Architecture Search for Local Climate Zones Classification
KR Traoré, A Camero, XX Zhu
ESANN 2021 - 29th European Symposium on Artificial Neural Networks …, 2021
2021
Comparative Fitness Landscape Analysis for Neural Architecture Search
KR Traoré, A Camero, XX Zhu
Helmholtz Artificial Intelligence Conference 2021 - Virtual [Poster], 2021
2021
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
2021
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