Chuheng Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 39

Top Topics

Reinforcement Learning

Matrix Completion

Kullback Leibler

Feature Selection

Top Venues

Publications

Chuheng Zhang, Xiangsen Wang, Wei Jiang, Xianliang Yang, Siwei Wang, Lei Song, Jiang Bian
Whittle Index with Multiple Actions and State Constraint for Inventory Management. ICLR (2024)
Yunseon Choi, Sangmin Bae, Seonghyun Ban, Minchan Jeong, Chuheng Zhang, Lei Song, Li Zhao, Jiang Bian, Kee-Eung Kim
Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL. ACL (1) (2024)
Guangran Cheng, Chuheng Zhang, Wenzhe Cai, Li Zhao, Changyin Sun, Jiang Bian
Empowering Large Language Models on Robotic Manipulation with Affordance Prompting. CoRR (2024)
Yunseon Choi, Sangmin Bae, Seonghyun Ban, Minchan Jeong, Chuheng Zhang, Lei Song, Li Zhao, Jiang Bian, Kee-Eung Kim
Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL. CoRR (2024)
Yiwen Chen, Yuyao Ye, Ziyi Chen, Chuheng Zhang, Marcelo H. Ang
ARO: Large Language Model Supervised Robotics Text2Skill Autonomous Learning. CoRR (2024)
Lei Song, Chuheng Zhang, Li Zhao, Jiang Bian
Pre-Trained Large Language Models for Industrial Control. CoRR (2023)
Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. CoRR (2023)
Xianliang Yang, Zhihao Liu, Wei Jiang, Chuheng Zhang, Li Zhao, Lei Song, Jiang Bian
A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management. CoRR (2023)
Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. AAAI (2023)
Chuheng Zhang, Yitong Duan, Xiaoyu Chen, Jianyu Chen, Jian Li, Li Zhao
Towards Generalizable Reinforcement Learning for Trade Execution. IJCAI (2023)
Chuheng Zhang, Yitong Duan, Xiaoyu Chen, Jianyu Chen, Jian Li, Li Zhao
Towards Generalizable Reinforcement Learning for Trade Execution. CoRR (2023)
Yuanying Cai, Chuheng Zhang, Hanye Zhao, Li Zhao, Jiang Bian
Curriculum Offline Reinforcement Learning. AAMAS (2023)
Jinpeng Zhang, Yufeng Zheng, Chuheng Zhang, Li Zhao, Lei Song, Yuan Zhou, Jiang Bian
Robust Situational Reinforcement Learning in Face of Context Disturbances. ICML (2023)
Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. CoRR (2022)
Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Cross DQN: Cross Deep Q Network for Ads Allocation in Feed. WWW (2022)
Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu
TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. ICDM (2022)
Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks. CIKM (2022)
Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu
TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. CoRR (2022)
Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang
Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation. CIKM (2022)
Yuandong Ding, Mingxiao Feng, Guozi Liu, Wei Jiang, Chuheng Zhang, Li Zhao, Lei Song, Houqiang Li, Yan Jin, Jiang Bian
Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management. CoRR (2022)
Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation. SIGIR (2022)
Yuanying Cai, Chuheng Zhang, Wei Shen, Xiaonan He, Xuyun Zhang, Longbo Huang
Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations. CIKM (2022)
Guogang Liao, Ze Wang, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang
Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation. CoRR (2022)
Guogang Liao, Ze Wang, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks. CoRR (2022)
Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation. CoRR (2022)
Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. CIKM (2022)
Chuheng Zhang, Yuanying Cai, Longbo Huang, Jian Li
Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework. AAAI (2021)
Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu
Return-Based Contrastive Representation Learning for Reinforcement Learning. CoRR (2021)
Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Cross DQN: Cross Deep Q Network for Ads Allocation in Feed. CoRR (2021)
Wei Shen, Chuheng Zhang, Yun Tian, Liang Zeng, Xiaonan He, Wanchun Dou, Xiaolong Xu
Inductive Matrix Completion Using Graph Autoencoder. CIKM (2021)
Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu
Return-Based Contrastive Representation Learning for Reinforcement Learning. ICLR (2021)
Wei Shen, Chuheng Zhang, Yun Tian, Liang Zeng, Xiaonan He, Wanchun Dou, Xiaolong Xu
Inductive Matrix Completion Using Graph Autoencoder. CoRR (2021)
Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing. CIKM (2020)
Chuheng Zhang, Yuanqi Li, Xi Chen, Yifei Jin, Pingzhong Tang, Jian Li
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis. CoRR (2020)
Chuheng Zhang, Yuanqi Li, Xi Chen, Yifei Jin, Pingzhong Tang, Jian Li
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis. ICDM (2020)
Chuheng Zhang, Yuanqi Li, Jian Li
Policy Search by Target Distribution Learning for Continuous Control. AAAI (2020)
Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing. CoRR (2020)
Chuheng Zhang, Yuanying Cai, Longbo Huang, Jian Li
Exploration by Maximizing Rényi Entropy for Zero-Shot Meta RL. CoRR (2020)
Chuheng Zhang, Yuanqi Li, Jian Li
Policy Search by Target Distribution Learning for Continuous Control. CoRR (2019)