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Clemson University

Open autonomy Verification & Validation frameworks

Building the tools and theoretical foundations necessary for comprehensive scenario-based autonomous driving verification & validation.

Venkat Krovi

Clemson University

Center of Excellence Director

Ongoing Research

  • Deep reinforcement learning validation for cyber-physical systems
  • Open-autonomy verification & validation (V&V) frameworks

Selected Publications

  • Dual-Level Knowledge Distillation via Knowledge Alignment and Correlation, IEEE T-NNLS, 2022
  • Autonomous vehicles on the edge: A survey on autonomous vehicle racing, IEEE OJ-ITS, 2022
  • Implementation Methodologies for SaaS to Develop ADAS Applications, SAE Int. JACPM, 2021