Chuheng Zhang

About Chuheng Zhang

Chuheng Zhang, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Machine Learning, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

ARO: Large Language Model Supervised Robotics Text2Skill Autonomous Learning

LLM+ A: Grounding Large Language Models in Physical World with Affordance Prompting

Pre-trained large language models for industrial control

Robust situational reinforcement learning in face of context disturbances

RePreM: representation pre-training with masked model for reinforcement learning

A versatile multi-agent reinforcement learning benchmark for inventory management

Curriculum offline reinforcement learning

Towards generalizable reinforcement learning for trade execution

Chuheng Zhang Information

University

Position

PhD student IIIS

Citations(all)

222

Citations(since 2020)

214

Cited By

29

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Chuheng Zhang Skills & Research Interests

Machine Learning

Reinforcement Learning

Top articles of Chuheng Zhang

ARO: Large Language Model Supervised Robotics Text2Skill Autonomous Learning

arXiv preprint arXiv:2403.15834

2024/3/23

LLM+ A: Grounding Large Language Models in Physical World with Affordance Prompting

2023/10/13

Pre-trained large language models for industrial control

arXiv preprint arXiv:2308.03028

2023/8/6

Robust situational reinforcement learning in face of context disturbances

2023/7/3

RePreM: representation pre-training with masked model for reinforcement learning

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

A versatile multi-agent reinforcement learning benchmark for inventory management

arXiv preprint arXiv:2306.07542

2023/6/13

Curriculum offline reinforcement learning

2023/5/30

Towards generalizable reinforcement learning for trade execution

arXiv preprint arXiv:2307.11685

2023/5/12

Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation

2022/10/17

Deep page-level interest network in reinforcement learning for ads allocation

2022/7/6

Venlafaxine as an adjuvant therapy for inflammatory bowel disease patients with anxious and depressive symptoms: a randomized controlled trial

Frontiers in Psychiatry

2022/5/19

Cross DQN: Cross deep Q network for ads allocation in feed

2022/4/25

Multi-agent reinforcement learning with shared resources for inventory management

arXiv preprint arXiv:2212.07684

2022/12/15

Td3 with reverse kl regularizer for offline reinforcement learning from mixed datasets

2022/11/28

Imitation learning to outperform demonstrators by directly extrapolating demonstrations

2022/10/17

A transformer-based user satisfaction prediction for proactive interaction mechanism in DuerOS

2022/10/17

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

2022/10/17

Inductive matrix completion using graph autoencoder

2021/10/26

Exploration by maximizing Rényi entropy for reward-free RL framework

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

Return-based contrastive representation learning for reinforcement learning

International Conference on Learning Representations (ICLR 2021)

2021/2/22

See List of Professors in Chuheng Zhang University(Tsinghua University)

Co-Authors

academic-engine