Search Results for author: Kevin Heaslip

Found 3 papers, 2 papers with code

EnduRL: Enhancing Safety, Stability, and Efficiency of Mixed Traffic Under Real-World Perturbations Via Reinforcement Learning

2 code implementations21 Nov 2023 Bibek Poudel, Weizi Li, Kevin Heaslip

To address this, we introduce a reinforcement learning based RV that employs a congestion stage classifier to optimize the safety, efficiency, and stability of mixed traffic.

Twitter-based traffic information system based on vector representations for words

no code implementations4 Dec 2018 Sina Dabiri, Kevin Heaslip

In our proposed model, a tweet is classified as traffic-related if semantic similarity between its words and a small set of traffic keywords exceeds a threshold value.

Semantic Similarity Semantic Textual Similarity

Inferring transportation modes from GPS trajectories using a convolutional neural network

1 code implementation5 Apr 2018 Sina Dabiri, Kevin Heaslip

In this research, we contrast our methodology with traditional machine learning algorithms as well as the seminal and most related studies to demonstrate the superiority of our framework.

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