5 citations · 5 across the 3 of their papers we have counts for
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eess.SY2025
VisioPath: Vision-Language Enhanced Model Predictive Control for Safe Autonomous Navigation in Mixed Traffic
Shanting Wang, Panagiotis Typaldos, Chenjun Li +1
In this paper, we introduce VisioPath, a novel framework combining vision-language models (VLMs) with model predictive control (MPC) to enable safe autonomous driving in dynamic tr…
cs.RO2025
CorrA: Leveraging Large Language Models for Dynamic Obstacle Avoidance of Autonomous Vehicles
Shanting Wang, Panagiotis Typaldos, Andreas A. Malikopoulos
In this paper, we present Corridor-Agent (CorrA), a framework that integrates large language models (LLMs) with model predictive control (MPC) to address the challenges of dynamic…