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Learning towards Transportation Network Equilibrium: A Model Comparison Study

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成果类型:
期刊论文
作者:
Song, Jianguo;Qi, Hang*;Wang, Guangchao
通讯作者:
Qi, Hang
作者机构:
[Song, Jianguo] Wuhan Univ, Sch Informat Management, Wuhan 430072, Hubei, Peoples R China.
[Qi, Hang] Hubei Univ Econ, Inst Adv Studies Finance & Econ, Wuhan 430205, Hubei, Peoples R China.
[Wang, Guangchao] Cent China Normal Univ, Sch Informat Management, Wuhan 430079, Hubei, Peoples R China.
通讯机构:
[Qi, Hang] H
Hubei Univ Econ, Inst Adv Studies Finance & Econ, Wuhan 430205, Hubei, Peoples R China.
语种:
英文
关键词:
Games;Adaptation models;Transportation;Uncertainty;Testing;Convergence;Cost function;Route choice game;laboratory experiment;reinforcement learning;tacit coordination;nash equilibrium
期刊:
IEEE ACCESS
ISSN:
2169-3536
年:
2019
卷:
7
页码:
155737-155747
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [71801106]; Science Foundation of Ministry of Education of ChinaMinistry of Education, China [17YJC630150]
机构署名:
本校为其他机构
院系归属:
信息管理学院
摘要:
As an interdisciplinary topic, human travel-choice behavior has attracted the interests of transportation managers, theoretical computer science researchers and economists. Recent studies on tacit coordination in iterated route choice games (i.e., a large number of subjects could achieve the transportation network equilibrium in limited rounds) have been driven by two questions. (1) Will learning behavior promote tacit coordination in route choice games? (2) Which learning model can best account for these choices/behaviors? To answer the first question, we choose a set of learning models and c...

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