Shangtong Zhang
Shangtong Zhang
Verified email at cs.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
A Deeper Look at Experience Replay
S Zhang, RS Sutton
Deep Reinforcement Learning Symposium, NIPS 2017, 2017
1302017
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
512018
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values
S Zhang, B Liu, S Whiteson
ICML 2020, 2020
292020
Generalized Off-Policy Actor-Critic
S Zhang, W Boehmer, S Whiteson
NeurIPS 2019, 2019
272019
Distributional Reinforcement Learning for Efficient Exploration
B Mavrin, S Zhang, H Yao, L Kong, K Wu, Y Yu
ICML 2019, 2019
212019
Modularized Implementation of Deep RL Algorithms in PyTorch
S Zhang
202018
DAC: The Double Actor-Critic Architecture for Learning Options
S Zhang, S Whiteson
NeurIPS 2019, 2019
182019
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
182015
Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation
S Zhang, B Liu, H Yao, S Whiteson
ICML 2020, 2019
17*2019
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
S Zhang, H Chen, H Yao
AAAI 2019, 2018
122018
QUOTA: The Quantile Option Architecture for Reinforcement Learning
S Zhang, B Mavrin, L Kong, B Liu, H Yao
AAAI 2019, 2018
122018
Deep Residual Reinforcement Learning
S Zhang, W Boehmer, S Whiteson
AAMAS 2020, 2019
92019
Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards
Y Song, J Wang, T Lukasiewicz, Z Xu, S Zhang, M Xu
AAAI 2020, 2019
62019
Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control
S Zhang, OR Zaiane
Deep Reinforcement Learning Symposium, NIPS 2017, 2017
52017
Crossprop: Learning Representations by Stochastic Meta-Gradient Descent in Neural Networks
V Veeriah, S Zhang, RS Sutton
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
5*2017
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
32021
Breaking the Deadly Triad with a Target Network
S Zhang, H Yao, S Whiteson
ICML 2021, 2021
32021
Learning Retrospective Knowledge with Reverse Reinforcement Learning
S Zhang, V Veeriah, S Whiteson
NeurIPS 2020, 2020
32020
A Deeper Look at Discounting Mismatch in Actor-Critic Algorithms
S Zhang, R Laroche, H van Seijen, S Whiteson, RT Combes
arXiv preprint arXiv:2010.01069, 2020
22020
Average-Reward Off-Policy Policy Evaluation with Function Approximation
S Zhang, Y Wan, RS Sutton, S Whiteson
ICML 2021, 2021
12021
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