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Bin Ran

University of Wisconsin-Madison

SCHOLARLY PAPERS

4

DOWNLOADS

322

TOTAL CITATIONS

4

Scholarly Papers (4)

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1.

A Predictive Deep Reinforcement Learning Based Connected Automated Vehicle Anticipatory Longitudinal Control in a Mixed Traffic Lane Change Condition

Number of pages: 27 Posted: 24 Jun 2024
Haotian Shi, Kunsong Shi, Keshu Wu, Wan Li, Yang Zhou and Bin Ran
University of Wisconsin-Madison, affiliation not provided to SSRN, affiliation not provided to SSRN, Government of the United States of America - Oak Ridge National Laboratory, Texas A&M University and University of Wisconsin-Madison
Downloads 116 (617,542)

Abstract:

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Connected Automated Vehicles, Anticipatory Longitudinal
Control, Mixed Traffic Environment, Predictive Deep Reinforcement Learning

2.

Longitudinal Control of Connected and Automated Vehicles Among Signalized Intersections in Mixed Traffic Flow with Deep Reinforcement Learning Approach

Number of pages: 35 Posted: 25 May 2023
Chunyu Liu, Zihao Sheng, Sikai Chen, Haotian Shi and Bin Ran
Southwest Jiaotong University, affiliation not provided to SSRN, University of Wisconsin-Madison, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 93 (725,554)
Citation 3

Abstract:

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Keywords: Connected automated vehicles, Deep reinforcement learning, Mixed traffic stream, Signalized intersection, Trajectory optimization.

3.

Enhancing Urban Traffic Sustainability: Anomaly Detection in Time Series Incorporating Spatial Correlations and Temporal Evolutions

Number of pages: 44 Posted: 23 Feb 2024
Jiannan Mao, Lan Liu, Bin Ran, Hao Huang, Tianli Tang, Weike Lu and Haotian Shi
University of Wisconsin-Madison, Southwest Jiaotong University, University of Wisconsin-Madison, Southwest Jiaotong University, Southeast University, Soochow University and University of Wisconsin-Madison
Downloads 65 (916,100)
Citation 1

Abstract:

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Anomaly detection, Data-driven, Intelligent Transportation System (ITS), Time Series

4.

Small Sample Travel Feature Inference Based on Multi-Clustering Topic Model Over Internet of Things

Number of pages: 16 Posted: 11 May 2024
Hongjie Liu, Haotian Shi, Tengfei Yuan, Sicheng Fu and Bin Ran
affiliation not provided to SSRN, University of Wisconsin-Madison, Shanghai University, affiliation not provided to SSRN and University of Wisconsin-Madison
Downloads 48 (1,086,013)

Abstract:

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Point of Interest, K-means Clustering Algorithm, Latent Dirichlet Allocation, Feature Inference, Intelligent Transportation