Andy H.F. Chow

City University of Hong Kong (CityU)

83 Tat Chee Avenue

Kowloon

Hong Kong

SCHOLARLY PAPERS

5

DOWNLOADS

1,312

SSRN CITATIONS

6

CROSSREF CITATIONS

0

Scholarly Papers (5)

1.

Reinforcement Learning for Logistics and Supply Chain Management: Methodologies, State of the Art, and Future Opportunities

Number of pages: 91 Posted: 05 Oct 2021 Last Revised: 19 May 2022
The University of Hong Kong, City University of Hong Kong (CityU), City University of Hong Kong (CityU), The University of Hong Kong - Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong and City University of Hong Kong (CityU)
Downloads 1,113 (38,182)
Citation 12

Abstract:

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Reinforcement learning, logistics, supply chain, Markov decision process, Q-learning, Actor-Critic methods, neural network

2.

A Proximal Policy Optimization Approach for Food Delivery Problem with Reassignment Due to Order Cancellation

Number of pages: 39 Posted: 19 Dec 2023
Yang Deng, Yimo Yan, Andy H.F. Chow, Zhili Zhou and Yong-Hong Kuo
affiliation not provided to SSRN, The University of Hong Kong, City University of Hong Kong (CityU), affiliation not provided to SSRN and The University of Hong Kong - Department of Industrial and Manufacturing Systems Engineering
Downloads 68 (636,143)

Abstract:

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Order cancellations, Markov Decision Process, Proximal policy optimization, Food Delivery Problem

3.

Pareto Network Optimization with Environmental Measures Via Surrogate-Assisted Cross Entropy Method

Number of pages: 20 Posted: 06 Jun 2022
Zhongyang Lu, Andy H.F. Chow and Hoa T.M. Nguyen
affiliation not provided to SSRN, City University of Hong Kong (CityU) and affiliation not provided to SSRN
Downloads 57 (693,800)

Abstract:

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Traffic emission, multi-objective optimization, cross-entropy method, Pareto frontier, surrogate model

4.

Adaptive Rail Transit Network Operations with a Rollout Surrogate-Approximate Dynamic Programming Approach

Number of pages: 25 Posted: 09 Jul 2022
Hoa T.M. Nguyen and Andy H.F. Chow
affiliation not provided to SSRN and City University of Hong Kong (CityU)
Downloads 51 (729,368)
Citation 1

Abstract:

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urban rail transit, dynamic programming, Markov decision process, cross-entropy method, surrogate approximation

5.

Estimation of Vehicular Journey Time Distributions by Bayesian Data Fusion with General Mixture Model

Number of pages: 32 Posted: 09 Sep 2022
City University of Hong Kong (CityU), City University of Hong Kong (CityU), Southeast University, Hong Kong Polytechnic University, Hong Kong Polytechnic University and The University of Hong Kong
Downloads 23 (950,909)

Abstract:

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Journey time distribution, Bayesian data fusion, general mixture model, traffic state classification, automatic vehicle identification