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Jesse Farebrother
Jesse Farebrother
Mila / McGill University; Meta AI
在 cs.mcgill.ca 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Generalization and Regularization in DQN
J Farebrother, MC Machado, M Bowling
NeurIPS Workshop on Deep Reinforcement Learning, 2018
2252018
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
J Farebrother*, J Orbay, Q Vuong, AA Taïga, Y Chebotar, T Xiao, A Irpan, ...
International Conference on Machine Learning (ICML), 𝗢𝗿𝗮𝗹, 2024
402024
Investigating Multi-Task Pretraining and Generalization in Reinforcement Learning
AA Taïga, R Agarwal, J Farebrother, A Courville, MG Bellemare
International Conference on Learning Representations (ICLR), 2023
342023
Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
J Farebrother*, J Greaves*, R Agarwal, C Le Lan, R Goroshin, PS Castro, ...
International Conference on Learning Representations (ICLR), 2023
31*2023
Mixtures of Experts Unlock Parameter Scaling for Deep RL
JS Obando-Ceron*, G Sokar*, T Willi*, C Lyle, J Farebrother, JN Foerster, ...
International Conference on Machine Learning (ICML), 𝗦𝗽𝗼𝘁𝗹𝗶𝗴𝗵𝘁, 2024
21*2024
A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces
CL Lan, J Greaves, J Farebrother, M Rowland, F Pedregosa, R Agarwal, ...
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
52023
Learning and Controlling Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy
M Schwarzer*, J Farebrother*, J Greaves, ED Cubuk, R Agarwal, ...
arXiv preprint arXiv:2311.17894, 2023
3*2023
Foundations of Multivariate Distributional Reinforcement Learning
H Wiltzer, J Farebrother, A Gretton, M Rowland
Neural Information Processing Systems (NeurIPS), 2024
22024
A Distributional Analogue to the Successor Representation
H Wiltzer*, J Farebrother*, A Gretton, Y Tang, A Barreto, W Dabney, ...
International Conference on Machine Learning (ICML), 𝗦𝗽𝗼𝘁𝗹𝗶𝗴𝗵𝘁, 2024
22024
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
AK Jain, H Wiltzer, J Farebrother, I Rish, G Berseth, S Choudhury
International Conference on Learning Representations (ICLR), 2025
1*2025
CALE: Continuous Arcade Learning Environment
J Farebrother, PS Castro
Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2024
12024
Zero-shot Whole-Body Humanoid Control via Behavioral Foundation Models
A Tirinzoni, A Touati, J Farebrother, M Guzek, A Kanervisto, Y Xu, ...
International Conference on Learning Representations (ICLR), 2025
2025
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