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Sikai Chen
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引用次数
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年份
Graph neural network and reinforcement learning for multi‐agent cooperative control of connected autonomous vehicles
S Chen, J Dong, P Ha, Y Li, S Labi
Computer‐Aided Civil and Infrastructure Engineering 36 (7), 838-857, 2021
1662021
A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information
S Chen, Y Leng, S Labi
Computer‐Aided Civil and Infrastructure Engineering 35 (4), 305-321, 2020
1292020
Impact of road-surface condition on rural highway safety: A multivariate random parameters negative binomial approach
S Chen, TU Saeed, S Labi
Analytic methods in accident research 16, 75-89, 2017
1262017
Space-weighted information fusion using deep reinforcement learning: The context of tactical control of lane-changing autonomous vehicles and connectivity range assessment
J Dong, S Chen, Y Li, R Du, A Steinfeld, S Labi
Transportation Research Part C: Emerging Technologies 128, 103192, 2021
89*2021
Safety sensitivity to roadway characteristics: A comparison across highway classes
S Chen, TU Saeed, M Alinizzi, S Lavrenz, S Labi
Accident Analysis & Prevention 123, 39-50, 2019
812019
Safety impacts of pavement surface roughness at two-lane and multi-lane highways: accounting for heterogeneity and seemingly unrelated correlation across crash severities
S Chen, TU Saeed, SD Alqadhi, S Labi
Transportmetrica A: transport science 15 (1), 18-33, 2019
742019
Leveraging vehicle connectivity and autonomy for highway bottleneck congestion mitigation using reinforcement learning
P Ha, S Chen, J Dong, S Labi
Transportmetrica A: Transport Science, 1-26, 2023
67*2023
Methodology for probabilistic modeling of highway bridge infrastructure condition: Accounting for improvement effectiveness and incorporating random effects
TU Saeed, Y Qiao, S Chen, K Gkritza, S Labi
Journal of Infrastructure Systems 23 (4), 04017030, 2017
582017
Vehicle connectivity and automation: A sibling relationship
P Ha, S Chen, R Du, J Dong, Y Li, S Labi
Frontiers in Built Environment 6, 590036, 2020
512020
A DRL-based multiagent cooperative control framework for CAV networks: A graphic convolution Q network
J Dong, S Chen, PYJ Ha, Y Li, S Labi
arXiv preprint arXiv:2010.05437, 2020
482020
A framework for lane-change maneuvers of connected autonomous vehicles in a mixed-traffic environment
R Du, S Chen, Y Li, M Alinizzi, S Labi
Electronics 11 (9), 1350, 2022
42*2022
Predicting cost escalation pathways and deviation severities of infrastructure projects using risk‐based econometric models and Monte Carlo simulation
A Bhargava, S Labi, S Chen, TU Saeed, KC Sinha
Computer‐Aided Civil and Infrastructure Engineering 32 (8), 620-640, 2017
412017
Analysing the main and interaction effects of commercial vehicle mix and roadway attributes on crash rates using a Bayesian random-parameter Tobit model
T Chen, NN Sze, S Chen, S Labi, Q Zeng
Accident Analysis & Prevention 154, 106089, 2021
372021
Leveraging vehicle connectivity and autonomy to stabilize flow in mixed traffic conditions: accounting for human-driven vehicle driver behavioral heterogeneity and perception …
Y Li, S Chen, PYJ Ha, J Dong, A Steinfeld, S Labi
arXiv preprint arXiv:2008.04351, 2020
352020
Network‐level scheduling of road construction projects considering user and business impacts
M Miralinaghi, W Woldemariam, DM Abraham, S Chen, S Labi, Z Chen
Computer‐Aided Civil and Infrastructure Engineering 35 (7), 650-667, 2020
342020
Spatio-weighted information fusion and DRL-based control for connected autonomous vehicles
J Dong, S Chen, Y Li, PYJ Ha, R Du, A Steinfeld, S Labi
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
312020
Rural two-lane highway shoulder and lane width policy evaluation using multiobjective optimization
S Labi, S Chen, PV Preckel, Y Qiao, W Woldemariam
Transportmetrica A: Transport Science 13 (7), 631-656, 2017
312017
Development and testing of an image transformer for explainable autonomous driving systems
J Dong, S Chen, M Miralinaghi, T Chen, S Labi
Journal of Intelligent and Connected Vehicles 5 (3), 235-249, 2022
282022
Urban road space allocation incorporating the safety and construction cost impacts of lane and footpath widths
T Chen, NN Sze, S Chen, S Labi
Journal of safety research 75, 222-232, 2020
272020
Acquiring insights into infrastructure repair policy using discrete choice models
Y Qiao, TU Saeed, S Chen, R Nateghi, S Labi
Transportation Research Part A: Policy and Practice 113, 491-508, 2018
262018
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