Towards Safe Autonomous Driving: A Real-Time Safeguarding Concept for Motion Planning Algorithms
Fuente:
arXiv
Saved in:
| Main Authors: | Moller, Korbinian, Neher, Rafael, Seegert, Marvin, Betz, Johannes |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Modular Autonomy with Conversational Interaction: An LLM-driven Framework for Decision Making in Autonomous Driving
by: Seegert, Marvin, et al.
Published: (2026)
by: Seegert, Marvin, et al.
Published: (2026)
Towards Safe Autonomous Driving: A Real-Time Motion Planning Algorithm on Embedded Hardware
by: Moller, Korbinian, et al.
Published: (2026)
by: Moller, Korbinian, et al.
Published: (2026)
Disengagement Analysis and Field Tests of a Prototypical Open-Source Level 4 Autonomous Driving System
by: Seegert, Marvin, et al.
Published: (2026)
by: Seegert, Marvin, et al.
Published: (2026)
FRENETIX: A High-Performance and Modular Motion Planning Framework for Autonomous Driving
by: Trauth, Rainer, et al.
Published: (2024)
by: Trauth, Rainer, et al.
Published: (2024)
Pedestrian-Aware Motion Planning for Autonomous Driving in Complex Urban Scenarios
by: Moller, Korbinian, et al.
Published: (2025)
by: Moller, Korbinian, et al.
Published: (2025)
Reinforcement Learning-based Dynamic Adaptation for Sampling-Based Motion Planning in Agile Autonomous Driving
by: Langmann, Alexander, et al.
Published: (2025)
by: Langmann, Alexander, et al.
Published: (2025)
Overcoming Blind Spots: Occlusion Considerations for Improved Autonomous Driving Safety
by: Moller, Korbinian, et al.
Published: (2024)
by: Moller, Korbinian, et al.
Published: (2024)
From Shadows to Safety: Occlusion Tracking and Risk Mitigation for Urban Autonomous Driving
by: Moller, Korbinian, et al.
Published: (2025)
by: Moller, Korbinian, et al.
Published: (2025)
Learning to Sample: Reinforcement Learning-Guided Sampling for Autonomous Vehicle Motion Planning
by: Moller, Korbinian, et al.
Published: (2025)
by: Moller, Korbinian, et al.
Published: (2025)
MultiDrive: A Co-Simulation Framework Bridging 2D and 3D Driving Simulation for AV Software Validation
by: Kaufeld, Marc, et al.
Published: (2025)
by: Kaufeld, Marc, et al.
Published: (2025)
A Reinforcement Learning-Boosted Motion Planning Framework: Comprehensive Generalization Performance in Autonomous Driving
by: Trauth, Rainer, et al.
Published: (2024)
by: Trauth, Rainer, et al.
Published: (2024)
StyleVLA: Driving Style-Aware Vision Language Action Model for Autonomous Driving
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
Towards a Safe Real-Time Motion Planning Framework for Autonomous Driving Systems: An MPPI Approach
by: Testouri, Mehdi, et al.
Published: (2023)
by: Testouri, Mehdi, et al.
Published: (2023)
Informed Hybrid Zonotope-based Motion Planning Algorithm
by: Xie, Peng, et al.
Published: (2025)
by: Xie, Peng, et al.
Published: (2025)
From Words to Collisions: LLM-Guided Evaluation and Adversarial Generation of Safety-Critical Driving Scenarios
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
DualAD: Dual-Layer Planning for Reasoning in Autonomous Driving
by: Wang, Dingrui, et al.
Published: (2024)
by: Wang, Dingrui, et al.
Published: (2024)
Results of the 2023 CommonRoad Motion Planning Competition for Autonomous Vehicles
by: Kochdumper, Niklas, et al.
Published: (2024)
by: Kochdumper, Niklas, et al.
Published: (2024)
Precise and Efficient Collision Prediction under Uncertainty in Autonomous Driving
by: Kaufeld, Marc, et al.
Published: (2025)
by: Kaufeld, Marc, et al.
Published: (2025)
A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control
by: Zarrouki, Baha, et al.
Published: (2024)
by: Zarrouki, Baha, et al.
Published: (2024)
Investigating Driving Interactions: A Robust Multi-Agent Simulation Framework for Autonomous Vehicles
by: Kaufeld, Marc, et al.
Published: (2024)
by: Kaufeld, Marc, et al.
Published: (2024)
Online Velocity Profile Generation and Tracking for Sampling-Based Local Planning Algorithms in Autonomous Racing Environments
by: Langmann, Alexander, et al.
Published: (2025)
by: Langmann, Alexander, et al.
Published: (2025)
Safe Reinforcement Learning with a Predictive Safety Filter for Motion Planning and Control: A Drifting Vehicle Example
by: Zhou, Bei, et al.
Published: (2025)
by: Zhou, Bei, et al.
Published: (2025)
Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Adaptive Time Step Flow Matching for Autonomous Driving Motion Planning
by: Trivedi, Ananya, et al.
Published: (2026)
by: Trivedi, Ananya, et al.
Published: (2026)
Interaction-Aware Trajectory Prediction for Safe Motion Planning in Autonomous Driving: A Transformer-Transfer Learning Approach
by: Liang, Jinhao, et al.
Published: (2024)
by: Liang, Jinhao, et al.
Published: (2024)
A Containerized Microservice Architecture for a ROS 2 Autonomous Driving Software: An End-to-End Latency Evaluation
by: Betz, Tobias, et al.
Published: (2024)
by: Betz, Tobias, et al.
Published: (2024)
MIND-Stack: Modular, Interpretable, End-to-End Differentiability for Autonomous Navigation
by: Jahncke, Felix, et al.
Published: (2025)
by: Jahncke, Felix, et al.
Published: (2025)
Real-Time Sampling-Based Safe Motion Planning for Robotic Manipulators in Dynamic Environments
by: Covic, Nermin, et al.
Published: (2024)
by: Covic, Nermin, et al.
Published: (2024)
GripMap: An Efficient, Spatially Resolved Constraint Framework for Offline and Online Trajectory Planning in Autonomous Racing
by: Werner, Frederik, et al.
Published: (2025)
by: Werner, Frederik, et al.
Published: (2025)
Vec-QMDP: Vectorized POMDP Planning on CPUs for Real-Time Autonomous Driving
by: Jin, Xuanjin, et al.
Published: (2026)
by: Jin, Xuanjin, et al.
Published: (2026)
Safe and Stylized Trajectory Planning for Autonomous Driving via Diffusion Model
by: Pei, Shuo, et al.
Published: (2026)
by: Pei, Shuo, et al.
Published: (2026)
Kineto-Dynamical Planning and Accurate Execution of Minimum-Time Maneuvers on Three-Dimensional Circuits
by: Piccinini, Mattia, et al.
Published: (2025)
by: Piccinini, Mattia, et al.
Published: (2025)
Safety Reinforced Model Predictive Control (SRMPC): Improving MPC with Reinforcement Learning for Motion Planning in Autonomous Driving
by: Fischer, Johannes, et al.
Published: (2025)
by: Fischer, Johannes, et al.
Published: (2025)
Semantically Safe Robot Manipulation: From Semantic Scene Understanding to Motion Safeguards
by: Brunke, Lukas, et al.
Published: (2024)
by: Brunke, Lukas, et al.
Published: (2024)
Getting SMARTER for Motion Planning in Autonomous Driving Systems
by: Alban, Montgomery, et al.
Published: (2025)
by: Alban, Montgomery, et al.
Published: (2025)
MP-RBFN: Learning-based Vehicle Motion Primitives using Radial Basis Function Networks
by: Kaufeld, Marc, et al.
Published: (2025)
by: Kaufeld, Marc, et al.
Published: (2025)
Accelerating Autonomy: Insights from Pro Racers in the Era of Autonomous Racing - An Expert Interview Study
by: Werner, Frederik, et al.
Published: (2024)
by: Werner, Frederik, et al.
Published: (2024)
Planning by Simulation: Motion Planning with Learning-based Parallel Scenario Prediction for Autonomous Driving
by: Niu, Tian, et al.
Published: (2024)
by: Niu, Tian, et al.
Published: (2024)
Safe and Personalizable Logical Guidance for Trajectory Planning of Autonomous Driving
by: Xu, Yuejiao, et al.
Published: (2024)
by: Xu, Yuejiao, et al.
Published: (2024)
Hi-Drive: Hierarchical POMDP Planning for Safe Autonomous Driving in Diverse Urban Environments
by: Jin, Xuanjin, et al.
Published: (2024)
by: Jin, Xuanjin, et al.
Published: (2024)
Similar Items
-
Modular Autonomy with Conversational Interaction: An LLM-driven Framework for Decision Making in Autonomous Driving
by: Seegert, Marvin, et al.
Published: (2026) -
Towards Safe Autonomous Driving: A Real-Time Motion Planning Algorithm on Embedded Hardware
by: Moller, Korbinian, et al.
Published: (2026) -
Disengagement Analysis and Field Tests of a Prototypical Open-Source Level 4 Autonomous Driving System
by: Seegert, Marvin, et al.
Published: (2026) -
FRENETIX: A High-Performance and Modular Motion Planning Framework for Autonomous Driving
by: Trauth, Rainer, et al.
Published: (2024) -
Pedestrian-Aware Motion Planning for Autonomous Driving in Complex Urban Scenarios
by: Moller, Korbinian, et al.
Published: (2025)