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Identifying Critical Scenarios for Automated Driving Safety Validation
Wed, Oct 09, 2024 @ 10:30 AM - 11:30 AM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Adam Molin, Denso
Talk Title: Identifying Critical Scenarios for Automated Driving Safety Validation
Abstract: Verification and Validation (V&V) processes play a vital role in ensuring the safety and reliability of automated driving. Scenario-based testing in simulation has emerged as an effective approach for identifying critical scenarios that challenge the capabilities of automated driving systems. This presentation aims to explore the methodology to automatically find unknown critical test cases using specification-guided scenario-based testing. The talk will discuss the limitations of current techniques and how these can be overcome by the usage of generative AI for synthesizing critical scenarios.
This lecture satisfies the requirements for CSCI 591: Research Colloquium.
Host: Prof. Jyo Deshmukh
Location: Olin Hall of Engineering (OHE) - 136
Audiences: Everyone Is Invited
Contact: Thomas Lord Department of Computer Science
