Alert button
Picture for Chuheng Zhang

Chuheng Zhang

Alert button

Pre-Trained Large Language Models for Industrial Control

Aug 06, 2023
Lei Song, Chuheng Zhang, Li Zhao, Jiang Bian

Viaarxiv icon

A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management

Jun 13, 2023
Xianliang Yang, Zhihao Liu, Wei Jiang, Chuheng Zhang, Li Zhao, Lei Song, Jiang Bian

Figure 1 for A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management
Figure 2 for A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management
Figure 3 for A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management
Figure 4 for A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management
Viaarxiv icon

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

Mar 03, 2023
Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang

Figure 1 for RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
Figure 2 for RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
Figure 3 for RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
Figure 4 for RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
Viaarxiv icon

Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management

Dec 18, 2022
Yuandong Ding, Mingxiao Feng, Guozi Liu, Wei Jiang, Chuheng Zhang, Li Zhao, Lei Song, Houqiang Li, Yan Jin, Jiang Bian

Figure 1 for Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management
Figure 2 for Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management
Figure 3 for Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management
Figure 4 for Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management
Viaarxiv icon

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

Dec 05, 2022
Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu

Figure 1 for TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets
Figure 2 for TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets
Figure 3 for TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets
Figure 4 for TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets
Viaarxiv icon

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

Dec 05, 2022
Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian XIe

Figure 1 for A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
Figure 2 for A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
Figure 3 for A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
Figure 4 for A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
Viaarxiv icon

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

Apr 02, 2022
Guogang Liao, Ze Wang, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang

Figure 1 for Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks
Figure 2 for Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks
Viaarxiv icon

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

Apr 01, 2022
Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang

Figure 1 for Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation
Figure 2 for Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation
Figure 3 for Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation
Viaarxiv icon

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

Sep 09, 2021
Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang

Figure 1 for Cross DQN: Cross Deep Q Network for Ads Allocation in Feed
Figure 2 for Cross DQN: Cross Deep Q Network for Ads Allocation in Feed
Figure 3 for Cross DQN: Cross Deep Q Network for Ads Allocation in Feed
Figure 4 for Cross DQN: Cross Deep Q Network for Ads Allocation in Feed
Viaarxiv icon