Search Results for author: Yuxiang Feng

Found 6 papers, 1 papers with code

Adaptive Road Configurations for Improved Autonomous Vehicle-Pedestrian Interactions using Reinforcement Learning

no code implementations22 Mar 2023 Qiming Ye, Yuxiang Feng, Jose Javier Escribano Macias, Marc Stettler, Panagiotis Angeloudis

The deployment of Autonomous Vehicles (AVs) poses considerable challenges and unique opportunities for the design and management of future urban road infrastructure.

Autonomous Vehicles Management +2

Route Planning for Last-Mile Deliveries Using Mobile Parcel Lockers: A Hybrid Q-Learning Network Approach

2 code implementations9 Sep 2022 Yubin Liu, Qiming Ye, Jose Escribano-Macias, Yuxiang Feng, Eduardo Candela, Panagiotis Angeloudis

Our results indicate that HQM achieves better optimisation performance with shorter computation time than the exact approach solved by the Gurobi solver in large problem instances.

Q-Learning

Multi-core fiber enabled fading noise suppression in φ-OFDR based quantitative distributed vibration sensing

no code implementations3 May 2022 Yuxiang Feng, Weilin Xie, Yinxia Meng, Jiang Yang, Qiang Yang, Yan Ren, Tianwai Bo, Zhongwei Tan, Wei Wei, Yi Dong

Coherent fading has been regarded as a critical issue in phase-sensitive optical frequency domain reflectometry ({\phi}-OFDR) based distributed fiber-optic sensing.

A Reinforcement Learning-based Adaptive Control Model for Future Street Planning, An Algorithm and A Case Study

no code implementations10 Dec 2021 Qiming Ye, Yuxiang Feng, Jing Han, Marc Stettler, Panagiotis Angeloudis

An intelligent street can learn and improve its decision-making on the right-of-way (ROW) for road users, liberating more active pedestrian space while maintaining traffic safety and efficiency.

Autonomous Vehicles Decision Making

Location-routing Optimisation for Urban Logistics Using Mobile Parcel Locker Based on Hybrid Q-Learning Algorithm

no code implementations29 Oct 2021 Yubin Liu, Qiming Ye, Yuxiang Feng, Jose Escribano-Macias, Panagiotis Angeloudis

Mobile parcel lockers (MPLs) have been recently introduced by urban logistics operators as a means to reduce traffic congestion and operational cost.

Q-Learning

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