A Reinforcement Learning Method for Multiasset Roadway Improvement Scheduling Considering Traffic Impacts-Reference-Cited by-同舟云学术

A Reinforcement Learning Method for Multiasset Roadway Improvement Scheduling Considering Traffic Impacts

Published:2022-12 Issue:4 Volume:28 Page:
ISSN:1076-0342
Container-title:Journal of Infrastructure Systems
language:en
Short-container-title:J. Infrastruct. Syst.

Author:

Zhou Weiwen¹^ORCID,Miller-Hooks Elise²^ORCID,Papakonstantinou Kostas G.³,Stoffels Shelley⁴,McNeil Sue⁵^ORCID

Affiliation:

1. Graduate Research Assistant, Sid and Reva Dept. of Civil, Environmental, and Infrastructure Engineering, George Mason Univ., 4400 University Dr., Fairfax, VA 22030. ORCID:

2. Professor, Sid and Reva Dept. of Civil, Environmental, and Infrastructure Engineering, George Mason Univ., 4400 University Dr., Fairfax, VA 22030 (corresponding author). ORCID: .

3. Associate Professor, Dept. of Civil and Environmental Engineering, Pennsylvania State Univ., 212 Sackett Bldg., University Park, PA 16802.

4. Professor, Dept. of Civil and Environmental Engineering, Pennsylvania State Univ., 212 Sackett Bldg., University Park, PA 16802.

5. Professor, Dept. of Civil and Environmental Engineering, Univ. of Delaware, Pierre S. Du Pont Hall, 127 The Green, Newark, DE 19716. ORCID:

Publisher

American Society of Civil Engineers (ASCE)

Subject

Civil and Structural Engineering

Link

https://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29IS.1943-555X.0000702

Reference34 articles.

1. Managing engineering systems with large state and action spaces through deep reinforcement learning

2. Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints

3. Beckmann, M., C. McGuire, and C. Winsten. 1956. Studies in the economics of transportation. New Haven, CT: Yale University Press.

4. Optimal threshold-based network-level transportation infrastructure life-cycle management with heterogeneous maintenance actions

5. Mathematical programming framework for modeling and comparing network-level pavement maintenance strategies

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