دنبال کردن
Shangtong Zhang
Shangtong Zhang
University of Virginia
ایمیل تأیید شده در virginia.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
A Deeper Look at Experience Replay‏
S Zhang, RS Sutton‏
Deep Reinforcement Learning Symposium, NIPS 2017, 2017‏
3972017
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values‏
S Zhang, B Liu, S Whiteson‏
ICML 2020, 2020‏
1172020
Distributional Reinforcement Learning for Efficient Exploration‏
B Mavrin, S Zhang, H Yao, L Kong, K Wu, Y Yu‏
ICML 2019, 2019‏
1122019
DAC: The Double Actor-Critic Architecture for Learning Options‏
S Zhang, S Whiteson‏
NeurIPS 2019, 2019‏
972019
mlpack 3: a fast, flexible machine learning library‏
R Curtin, M Edel, M Lozhnikov, Y Mentekidis, S Ghaisas, S Zhang‏
Journal of Open Source Software 3 (26), 726, 2018‏
902018
Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation‏
S Zhang, B Liu, H Yao, S Whiteson‏
ICML 2020, 2019‏
652019
Generalized Off-Policy Actor-Critic‏
S Zhang, W Boehmer, S Whiteson‏
NeurIPS 2019, 2019‏
592019
Breaking the Deadly Triad with a Target Network‏
S Zhang, H Yao, S Whiteson‏
ICML 2021, 2021‏
582021
Mean-variance policy iteration for risk-averse reinforcement learning‏
S Zhang, B Liu, S Whiteson‏
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10905 …, 2021‏
522021
Average-Reward Off-Policy Policy Evaluation with Function Approximation‏
S Zhang, Y Wan, RS Sutton, S Whiteson‏
ICML 2021, 2021‏
442021
AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning‏
M Mathieu, S Ozair, S Srinivasan, C Gulcehre, S Zhang, R Jiang, ...‏
arXiv preprint arXiv:2308.03526, 2023‏
43*2023
Deep Residual Reinforcement Learning‏
S Zhang, W Boehmer, S Whiteson‏
AAMAS 2020, 2019‏
352019
QUOTA: The Quantile Option Architecture for Reinforcement Learning‏
S Zhang, B Mavrin, L Kong, B Liu, H Yao‏
AAAI 2019, 2018‏
352018
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search‏
S Zhang, H Chen, H Yao‏
AAAI 2019, 2018‏
322018
Modularized Implementation of Deep RL Algorithms in PyTorch‏
S Zhang‏
31*2018
A deep neural network for modeling music‏
P Zhang, X Zheng, W Zhang, S Li, S Qian, W He, S Zhang, Z Wang‏
Proceedings of the 5th ACM on International Conference on Multimedia …, 2015‏
302015
On the Convergence of SARSA with Linear Function Approximation‏
S Zhang, RT Des Combes, R Laroche‏
ICML 2023, 2023‏
18*2023
Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch‏
S Zhang, R Tachet, R Laroche‏
Journal of Machine Learning Research, 2021‏
172021
Learning expected emphatic traces for deep RL‏
R Jiang, S Zhang, V Chelu, A White, H van Hasselt‏
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 7015-7023, 2022‏
162022
Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards‏
Y Song, J Wang, T Lukasiewicz, Z Xu, S Zhang, M Xu‏
AAAI 2020, 2019‏
162019
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مقاله‌ها 1–20