Zhuoran Yang

发表

Provably Efficient Neural Estimation of Structural Equation Model: An Adversarial Approach pdf

Luofeng Liao, You-Lin Chen, Zhuoran Yang, 2020, NeurIPS.

Upper Confidence Primal-Dual Optimization: Stochastically Constrained Markov Decision Processes with Adversarial Losses and Unknown Transitions pdf

Zhuoran Yang, Zhaoran Wang, Jieping Ye, 2020, ArXiv.

On Semiparametric Exponential Family Graphical Models

Zhuoran Yang, Han Liu, Yang Ning, 2014, J. Mach. Learn. Res..

Promotion Effect of Sound Image Location by Unity Audio-Visual Interaction

Wei Zhao, Zhuoran Yang, Qifei He, 2018, 2018 Ninth International Conference on Intelligent Control and Information Processing (ICICIP).

Neural Temporal-Difference Learning Converges to Global Optima

Qi Cai, Zhuoran Yang, Jason D. Lee, 2019, NeurIPS.

Variational Transport: A Convergent Particle-BasedAlgorithm for Distributional Optimization pdf

Yongxin Chen, Zhuoran Yang, Zhaoran Wang, 2020, ArXiv.

A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning pdf

Tamer Basar, Zhuoran Yang, Ji Liu, 2019, IFAC-PapersOnLine.

Improving surface quality in microcutting of 10B/Al composite

Zhuoran Yang, Xingjun Wang, Feifei Xu, 2019, Industrial Lubrication and Tribology.

Provably Efficient Safe Exploration via Primal-Dual Policy Optimization pdf

Zhuoran Yang, Zhaoran Wang, Xiaohan Wei, 2020, AISTATS.

Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval pdf

Zhuoran Yang, Zhaoran Wang, Han Liu, 2018, ArXiv.

Design of AP Network Subsystem Based on WLAN System

Yanmei Zhang, Zhuoran Yang, 2016 .

A Finite Sample Analysis of the Actor-Critic Algorithm

Tamer Basar, Zhuoran Yang, Mingyi Hong, 2018, 2018 IEEE Conference on Decision and Control (CDC).

High-dimensional Varying Index Coefficient Models via Stein's Identity pdf

Sen Na, Zhuoran Yang, Zhaoran Wang, 2018, J. Mach. Learn. Res..

Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity

Yonina C. Eldar, Zhuoran Yang, Zhaoran Wang, 2016, ICML.

Misspecified Nonconvex Statistical Optimization for Phase Retrieval pdf

Lin F. Yang, Zhuoran Yang, Zhaoran Wang, 2017, ArXiv.

Misspecified nonconvex statistical optimization for sparse phase retrieval

Lin F. Yang, Zhuoran Yang, Tuo Zhao, 2019, Mathematical Programming.

Research on Multi-probe Ultrasonic Automated In-line Inspection System of Pipeline Corrosion

Zhuoran Yang, Bo Dai, Sha Sheng, 2007, 2007 International Conference on Mechatronics and Automation.

Networked Multi-Agent Reinforcement Learning in Continuous Spaces

Tamer Basar, Zhuoran Yang, Kaiqing Zhang, 2018, 2018 IEEE Conference on Decision and Control (CDC).

Contrastive Learning from Pairwise Measurements

Yi Chen, Zhuoran Yang, Zhaoran Wang, 2018, NeurIPS.

Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein's Lemma

Krishnakumar Balasubramanian, Zhuoran Yang, Zhaoran Wang, 2017, NIPS.

On the statistical rate of nonlinear recovery in generative models with heavy-tailed data

Xiaohan Wei, Zhuoran Yang, Zhaoran Wang, 2019, ICML.

Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss

Zhuoran Yang, Zhaoran Wang, Jieping Ye, 2020, NeurIPS.

PARAMETRIZED DEEP Q-NETWORKS LEARNING: PLAYING ONLINE BATTLE ARENA WITH DISCRETE-CONTINUOUS HYBRID ACTION SPACE

Han Liu, Yang Zheng, Ji Liu, 2018 .

High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation

Krishnakumar Balasubramanian, Zhuoran Yang, Han Liu, 2017, ICML.

Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory pdf

Yufeng Zhang, Yongxin Chen, Zhuoran Yang, 2020, NeurIPS.

Human Memory Search as Initial-Visit Emitting Random Walk

Xiaojin Zhu, Zhuoran Yang, Ming Yuan, 2015, NIPS.

Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents

Tamer Basar, Zhuoran Yang, Tong Zhang, 2018, ICML.

A Theoretical Analysis of Deep Q-Learning

Zhuoran Yang, Zhaoran Wang, Yuchen Xie, 2019, L4DC.

Provably Efficient Causal Reinforcement Learning with Confounded Observational Data pdf

Zhuoran Yang, Zhaoran Wang, Lingxiao Wang, 2020, NeurIPS.

Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization

Zhuoran Yang, Zhaoran Wang, Mingyi Hong, 2018, NeurIPS.

Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference pdf

Yonina C. Eldar, Zhuoran Yang, Zhaoran Wang, 2015, ArXiv.

Provable Fictitious Play for General Mean-Field Games pdf

Zhuoran Yang, Zhaoran Wang, Qiaomin Xie, 2020, ArXiv.

More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning

Constantine Caramanis, Zhuoran Yang, Zhaoran Wang, 2016, NIPS.

Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning pdf

Zhuoran Yang, Zhaoran Wang, Lingxiao Wang, 2020, ICML.

Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding

Zhuoran Yang, Zhaoran Wang, Kaiqing Zhang, 2018, AISTATS.

Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy pdf

Qi Cai, Zhuoran Yang, Boyi Liu, 2019, ArXiv.

Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space pdf

Qing Wang, Tong Zhang, Yang Zheng, 2018, ArXiv.

Provable Gaussian Embedding with One Observation

Ming Yu, Zhuoran Yang, Zhaoran Wang, 2018, NeurIPS.

Understanding Implicit Regularization in Over-Parameterized Nonlinear Statistical Model pdf

Zhuoran Yang, Mengxin Yu, Jianqing Fan, 2020, ArXiv.

Finite-Sample Analyses for Fully Decentralized Multi-Agent Reinforcement Learning pdf

Tamer Basar, Zhuoran Yang, Tong Zhang, 2018, ArXiv.