متابعة
Gabriel Dulac-Arnold
Gabriel Dulac-Arnold
Google DeepMind
بريد إلكتروني تم التحقق منه على squirrelsoup.net - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Learning from demonstrations for real world reinforcement learning‏
T Hester, M Vecerik, O Pietquin, M Lanctot, T Schaul, B Piot, A Sendonaris, ...‏
arXiv preprint arXiv:1704.03732, 2017‏
1530*2017
Deep reinforcement learning in large discrete action spaces‏
G Dulac-Arnold, R Evans, H van Hasselt, P Sunehag, T Lillicrap, J Hunt, ...‏
arXiv preprint arXiv:1512.07679, 2015‏
7922015
Challenges of real-world reinforcement learning‏
G Dulac-Arnold, D Mankowitz, T Hester‏
ICML Workshop on Real-Life RL, 2019‏
7182019
Challenges of real-world reinforcement learning: definitions, benchmarks and analysis‏
G Dulac-Arnold, N Levine, DJ Mankowitz, J Li, C Paduraru, S Gowal, ...‏
Machine Learning 110 (9), 2419-2468, 2021‏
710*2021
The predictron: End-to-end learning and planning‏
D Silver, H Hasselt, M Hessel, T Schaul, A Guez, T Harley, ...‏
International Conference on Machine Learning, 3191-3199, 2017‏
3212017
Acme: A research framework for distributed reinforcement learning‏
MW Hoffman, B Shahriari, J Aslanides, G Barth-Maron, N Momchev, ...‏
arXiv preprint arXiv:2006.00979, 2020‏
2712020
Rl unplugged: A suite of benchmarks for offline reinforcement learning‏
C Gulcehre, Z Wang, A Novikov, T Paine, S Gómez, K Zolna, R Agarwal, ...‏
Advances in Neural Information Processing Systems 33, 7248-7259, 2020‏
231*2020
Model-based offline planning‏
A Argenson, G Dulac-Arnold‏
ICLR 2021, 2020‏
1592020
Learning to run a power network challenge: a retrospective analysis‏
A Marot, B Donnot, G Dulac-Arnold, A Kelly, A O’Sullivan, J Viebahn, ...‏
NeurIPS 2020 Competition and Demonstration Track, 112-132, 2021‏
932021
AI-based mobile application to fight antibiotic resistance‏
M Pascucci, G Royer, J Adamek, MA Asmar, D Aristizabal, L Blanche, ...‏
Nature communications 12 (1), 1173, 2021‏
752021
Datum-wise classification: a sequential approach to sparsity‏
G Dulac-Arnold, L Denoyer, P Preux, P Gallinari‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011‏
702011
Deep reinforcement learning with attention for slate markov decision processes with high-dimensional states and actions‏
P Sunehag, R Evans, G Dulac-Arnold, Y Zwols, D Visentin, B Coppin‏
arXiv preprint arXiv:1512.01124, 2015‏
622015
Differentiable deep clustering with cluster size constraints‏
A Genevay, G Dulac-Arnold, JP Vert‏
arXiv preprint arXiv:1910.09036, 2019‏
532019
Barkour: Benchmarking animal-level agility with quadruped robots‏
K Caluwaerts, A Iscen, JC Kew, W Yu, T Zhang, D Freeman, KH Lee, ...‏
arXiv preprint arXiv:2305.14654, 2023‏
512023
Deep multi-class learning from label proportions‏
G Dulac-Arnold, N Zeghidour, M Cuturi, L Beyer, JP Vert‏
arXiv preprint arXiv:1905.12909, 2019‏
442019
Text classification: A sequential reading approach‏
G Dulac-Arnold, L Denoyer, P Gallinari‏
European Conference on Information Retrieval, 411-423, 2011‏
412011
Robovqa: Multimodal long-horizon reasoning for robotics‏
P Sermanet, T Ding, J Zhao, F Xia, D Dwibedi, K Gopalakrishnan, C Chan, ...‏
2024 IEEE International Conference on Robotics and Automation (ICRA), 645-652, 2024‏
382024
Residual reinforcement learning from demonstrations‏
M Alakuijala, G Dulac-Arnold, J Mairal, J Ponce, C Schmid‏
arXiv preprint arXiv:2106.08050, 2021‏
332021
Fast reinforcement learning with large action sets using error-correcting output codes for mdp factorization‏
G Dulac-Arnold, L Denoyer, P Preux, P Gallinari‏
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012‏
282012
Learning dynamics models for model predictive agents‏
M Lutter, L Hasenclever, A Byravan, G Dulac-Arnold, P Trochim, N Heess, ...‏
arXiv preprint arXiv:2109.14311, 2021‏
252021
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مقالات 1–20