עקוב אחר
Doina Precup
Doina Precup
DeepMind and McGill University
כתובת אימייל מאומתת בדומיין cs.mcgill.ca
כותרת
צוטט על ידי
צוטט על ידי
שנה
The multimodal brain tumor image segmentation benchmark (BRATS)‏
BH Menze, A Jakab, S Bauer, J Kalpathy-Cramer, K Farahani, J Kirby, ...‏
IEEE transactions on medical imaging 34 (10), 1993-2024, 2014‏
65432014
Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning‏
RS Sutton, D Precup, S Singh‏
Artificial intelligence 112 (1-2), 181-211, 1999‏
47291999
Deep reinforcement learning that matters‏
P Henderson, R Islam, P Bachman, J Pineau, D Precup, D Meger‏
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018‏
26142018
Off-policy deep reinforcement learning without exploration‏
S Fujimoto, D Meger, D Precup‏
International conference on machine learning, 2052-2062, 2019‏
18482019
The option-critic architecture‏
PL Bacon, J Harb, D Precup‏
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017‏
13732017
Eligibility traces for off-policy policy evaluation.‏
D Precup, RS Sutton, S Singh‏
ICML 2000, 759-766, 2000‏
10222000
Fast gradient-descent methods for temporal-difference learning with linear function approximation‏
RS Sutton, HR Maei, D Precup, S Bhatnagar, D Silver, C Szepesvári, ...‏
Proceedings of the 26th annual international conference on machine learning …, 2009‏
7512009
Learning with pseudo-ensembles‏
P Bachman, O Alsharif, D Precup‏
Advances in neural information processing systems 27, 2014‏
7352014
Reward is enough‏
D Silver, S Singh, D Precup, RS Sutton‏
Artificial intelligence 299, 103535, 2021‏
6692021
Horde: A scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction‏
RS Sutton, J Modayil, M Delp, T Degris, PM Pilarski, A White, D Precup‏
The 10th International Conference on Autonomous Agents and Multiagent …, 2011‏
6332011
Algorithms for multi-armed bandit problems‏
V Kuleshov, D Precup‏
arXiv preprint arXiv:1402.6028, 2014‏
6142014
Exploring uncertainty measures in deep networks for multiple sclerosis lesion detection and segmentation‏
T Nair, D Precup, DL Arnold, T Arbel‏
Medical image analysis 59, 101557, 2020‏
5232020
Learning options in reinforcement learning‏
M Stolle, D Precup‏
Abstraction, Reformulation, and Approximation: 5th International Symposium …, 2002‏
4992002
Off-policy temporal-difference learning with function approximation‏
D Precup, RS Sutton, S Dasgupta‏
ICML, 417-424, 2001‏
4862001
Temporal abstraction in reinforcement learning‏
D Precup‏
University of Massachusetts Amherst, 2000‏
4162000
Metrics for Finite Markov Decision Processes.‏
N Ferns, P Panangaden, D Precup‏
UAI 4, 162-169, 2004‏
3912004
Conditional computation in neural networks for faster models‏
E Bengio, PL Bacon, J Pineau, D Precup‏
arXiv preprint arXiv:1511.06297, 2015‏
3842015
Deep learning, reinforcement learning, and world models‏
Y Matsuo, Y LeCun, M Sahani, D Precup, D Silver, M Sugiyama, E Uchibe, ...‏
Neural Networks 152, 267-275, 2022‏
3752022
Convergent temporal-difference learning with arbitrary smooth function approximation‏
H Maei, C Szepesvari, S Bhatnagar, D Precup, D Silver, RS Sutton‏
Advances in neural information processing systems 22, 2009‏
3672009
Towards continual reinforcement learning: A review and perspectives‏
K Khetarpal, M Riemer, I Rish, D Precup‏
Journal of Artificial Intelligence Research 75, 1401-1476, 2022‏
3562022
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מאמרים 1–20