Search Results for author: Taijie Chen

Found 2 papers, 1 papers with code

Dynamic Adjustment of Matching Radii under the Broadcasting Mode: A Novel Multitask Learning Strategy and Temporal Modeling Approach

no code implementations9 Dec 2023 Taijie Chen, Zijian Shen, Siyuan Feng, Linchuan Yang, Jintao Ke

To simultaneously maximize multiple system performance metrics for matching radius determination, we devise a novel multi-task learning algorithm that enhances convergence speed of each task (corresponding to the optimization of one metric) and delivers more accurate overall predictions.

Multi-Task Learning

A multi-functional simulation platform for on-demand ride service operations

1 code implementation22 Mar 2023 Siyuan Feng, Taijie Chen, Yuhao Zhang, Jintao Ke, Zhengfei Zheng, Hai Yang

In addition, the existing simulators still face many challenges, ranging from their closeness to real environments of ride-sourcing systems, to the completeness of different tasks they can implement.

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