activity
20192026
most citedA Roadmap for Simulation-Based Testing of Autonomous Cyber-Physical Systems: Challenges and Future Direction

2 citations · 5 across the 16 of their papers we have counts for

collaborators

15 papers

cs.RO2026

PEACE: A Planner-Executor Agent with Constraint Enforcement for UAVs

Erdem Uysal, Timo Kehrer, Sebastiano Panichella

Foundation models are increasingly used to drive autonomous systems, yet existing approaches either keep the model in a tight control loop, raising latency and hallucination risk,…

cs.LG2026

Multi-Agent Reinforcement Learning for Safe Autonomous Driving Under Pedestrian Behavioral Uncertainty

Prakash Aryan, Kaushik Raghupathruni, Timo Kehrer +1

Simulation-based testing of self-driving cars (SDCs) typically relies on scripted pedestrian models that do not capture the heterogeneity and uncertainty of real crossing behavior,…

cs.RO2026

MR-SLAM: Immersive Spatial Supervision for Multi-Robot Mapping via Mixed Reality

Prakash Aryan, Cem Erdogdu, Kavinaya Kumarchokkappan +2

Operating a multi-robot fleet for simultaneous localization and mapping (SLAM) in applications such as building inspection or warehouse-aisle monitoring requires the operator to ma…

cs.SE2026

The Role of Road Features and Vehicle Dynamics in Cost-Effective Autonomous Vehicles Safety Testing: Insights from Instance Space Analysis

Victor Crespo-Rodriguez, Christian Birchler, Neelofar +2

Context: Simulation-based testing is a cost-efficient alternative to field testing for Autonomous Vehicles (AVs), but generating safety-critical test cases is challenging due to th…

cs.RO2025

Bridging Research and Practice in Simulation-based Testing of Industrial Robot Navigation Systems

Sajad Khatiri, Francisco Eli Vina Barrientos, Maximilian Wulf +2

Ensuring robust robotic navigation in dynamic environments is a key challenge, as traditional testing methods often struggle to cover the full spectrum of operational requirements.…

cs.SE2025

ICST Tool Competition 2025 -- Self-Driving Car Testing Track

Christian Birchler, Stefan Klikovits, Mattia Fazzini +1

This is the first edition of the tool competition on testing self-driving cars (SDCs) at the International Conference on Software Testing, Verification and Validation (ICST). The a…