Chuheng Zhang

发表

Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing

Yan Wang, Wei Shen, Chuheng Zhang, 2020, CIKM.

Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation

Zehua Wang, Chuheng Zhang, Guogang Liao, 2022, ArXiv.

Cross DQN: Cross Deep Q Network for Ads Allocation in Feed

Dong Wang, Xingxing Wang, Chuheng Zhang, 2021, WWW.

Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation

Zehua Wang, Chuheng Zhang, Guogang Liao, 2022, ArXiv.

Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks

Xingxing Wang, Zehua Wang, Chuheng Zhang, 2022, ArXiv.

Venlafaxine as an Adjuvant Therapy for Inflammatory Bowel Disease Patients With Anxious and Depressive Symptoms: A Randomized Controlled Trial

Chuheng Zhang, Pingrun Chen, Chang Liang, 2022, Frontiers in Psychiatry.

Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks

Xingxing Wang, Zehua Wang, Chuheng Zhang, 2022, CIKM.

Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation

Zehua Wang, Chuheng Zhang, Guogang Liao, 2022, CIKM.

A novel sparse model-based algorithm to cluster categorical data for improved health screening and public health promotion

Melissa A Sutherland, Chuheng Zhang, M. K. Hutchinson, 2021, IISE Transactions on Healthcare Systems Engineering.

TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets

Tie-Yan Liu, Xuyun Zhang, J. Bian, 2022, 2022 IEEE International Conference on Data Mining (ICDM).

Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework

Longbo Huang, Chuheng Zhang, Jian Li, 2020, AAAI.

Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations

Xuyun Zhang, Wei Shen, Xiaonan He, 2022, CIKM.

A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS

Xuyun Zhang, Xiaonan He, Chuheng Zhang, 2022, International Conference on Information and Knowledge Management.

RePreM: Representation Pre-training with Masked Model for Reinforcement Learning

Xuyun Zhang, Wei Shen, Chuheng Zhang, 2023, AAAI.

Observation of Topological Links Associated with Hopf Insulators in a Solid-State Quantum Simulator*

X.-X. Yuan, X.-Y. Chang, S.-T. Wang, 2017, 1705.00781.

Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management

Ming Feng, Li Zhao, Houqiang Li, 2022, ArXiv.

A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management

Li Zhao, Chuheng Zhang, Xianliang Yang, 2023, ArXiv.

Return-Based Contrastive Representation Learning for Reinforcement Learning pdf

Nenghai Yu, Tao Qin, Chuheng Zhang, 2021, ICLR.

Towards Generalizable Reinforcement Learning for Trade Execution

Jianyu Chen, Chuheng Zhang, Jian Li, 2023, IJCAI.

Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation

Dong Wang, Xingxing Wang, Zehua Wang, 2022, SIGIR.

DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis pdf

Yifei Jin, Xi Chen, Jian Li, 2020, 2020 IEEE International Conference on Data Mining (ICDM).

Pre-Trained Large Language Models for Industrial Control

Li Zhao, Chuheng Zhang, Lei Song, 2023, ArXiv.

Curriculum Offline Reinforcement Learning

Hanye Zhao, Li Zhao, Chuheng Zhang, 2023, AAMAS.

Policy Search by Target Distribution Learning for Continuous Control

Yuanqi Li, Jian Li, Chuheng Zhang, 2019, AAAI.

Pre-Trained Large Language Models for Industrial Control

Li Zhao, Chuheng Zhang, Lei Song, 2023, ArXiv.

Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations

Xuyun Zhang, Wei Shen, Xiaonan He, 2022, CIKM.

Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework

Chuheng Zhang, Longbo Huang, Jian Li, 2020, AAAI.

Exploration by Maximizing Rényi Entropy for Zero-Shot Meta RL pdf

Longbo Huang, Jian Li, Chuheng Zhang, 2020, ArXiv.