Development of Reinforcement Learning-Based Traffic Predictive Route Guidance Algorithm Under Uncertain Traffic Environment-Reference-Cited by-同舟云学术

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Development of Reinforcement Learning-Based Traffic Predictive Route Guidance Algorithm Under Uncertain Traffic Environment

Published:2022 Issue: Volume:10 Page:58623-58634
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Lee Donghoun¹^ORCID,Tak Sehyun¹^ORCID,Kim Sari²

Affiliation:

1. The Korea Transport Institute, Sejong-si, Republic of Korea

2. NZERO, Dongan-gu, Anyang-si, Gyeonggi-do, Republic of Korea

Funder

Korea Agency for Infrastructure Technology Advancement

Ministry of Land, Infrastructure and Transport

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/6287639/9668973/09785813.pdf?arnumber=9785813

Reference34 articles.

1. Playing atari with deep reinforcement learning;mnih;arXiv 1312 5602,2013

2. Deep reinforcement learning with double Q-learning;van hasselt;Proc AAAI Conf Artif Intell,2016

3. Prioritized experience replay;schaul;arXiv 1511 05952,2015

4. Multi-scale context aggregation by dilated convolutions;yu;arXiv 1511 07122,2015

5. Microscopic Traffic Simulation using SUMO

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Comprehensive Analysis on Traffic Prediction Methods for Real-World Deployment: Challenges, Cause and Scope;2024 International Conference on Communication, Computer Sciences and Engineering (IC3SE);2024-05-09

2. Transfer Learning-Based Deep Reinforcement Learning Approach for Robust Route Guidance in Mixed Traffic Environment;IEEE Access;2024

3. Drive on a Greener Way: A Case Study on Navigating Cross-Regional Traffic Networks in South China;Applied Sciences;2023-10-04

4. Construction of TBM Operation Parameter Optimization Decision Model Based on Reinforcement Learning Algorithm;Lecture Notes in Mechanical Engineering;2023

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