Robotics · Computer Science
UDMC: Unified Decision-Making and Control Framework for Urban Autonomous Driving with Motion Prediction of Traffic Participants
Haichao Liu, Kai Chen, Yulin Li, Zhenmin Huang +2
2025-01-07
Robotics · Computer Science
VLM-UDMC: VLM-Enhanced Unified Decision-Making and Motion Control for Urban Autonomous Driving
Haichao Liu, Haoren Guo, Pei Liu, Benshan Ma +3
2025-07-22
Machine Learning · Computer Science
Edge-Assisted ML-Aided Uncertainty-Aware Vehicle Collision Avoidance at Urban Intersections
Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios +2
2024-04-24
Systems and Control · Computer Science
A Reinforcement Learning Approach for Intelligent Traffic Signal Control at Urban Intersections
Mengyu Guo, Pin Wang, Ching-Yao Chan, Sid Askary
2019-05-21
Robotics · Computer Science
Lane level context and hidden space characterization for autonomous driving
Corentin Sanchez, Philippe Xu, Alexandre Armand, Philippe Bonnifait
2021-10-25
Computer Vision and Pattern Recognition · Computer Science
Urban Driving with Conditional Imitation Learning
Jeffrey Hawke, Richard Shen, Corina Gurau, Siddharth Sharma +7
2019-12-06
Robotics · Computer Science
KI-PMF: Knowledge Integrated Plausible Motion Forecasting
Abhishek Vivekanandan, Ahmed Abouelazm, Philip Schörner, J. Marius Zöllner
2024-07-31
Robotics · Computer Science
Fast Long-Term Multi-Scenario Prediction for Maneuver Planning at Unsignalized Intersections
Max Bastian Mertens, Jona Ruof, Jan Strohbeck, Michael Buchholz
2024-09-18
Robotics · Computer Science
Machine Learning-Based Vehicle Intention Trajectory Recognition and Prediction for Autonomous Driving
Hanyi Yu, Shuning Huo, Mengran Zhu, Yulu Gong +1
2024-02-27
Robotics · Computer Science
On-Road Motion Planning for Automated Vehicles at Ulm University
Maximilian Graf, Oliver Speidel, Jona Ruof, Klaus Dietmayer
2021-06-03
Machine Learning · Computer Science
Integrated Decision and Control at Multi-Lane Intersections with Mixed Traffic Flow
Jianhua Jiang, Yangang Ren, Yang Guan, Shengbo Eben Li +2
2022-04-27
Computer Vision and Pattern Recognition · Computer Science
Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation
Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben +3
2021-04-20
Computer Vision and Pattern Recognition · Computer Science
Expert-LaSTS: Expert-Knowledge Guided Latent Space for Traffic Scenarios
Jonas Wurst, Lakshman Balasubramanian, Michael Botsch, Wolfgang Utschick
2022-07-21