Contributor | Assured Autonomy Tools Portal

Assured Autonomy Tools Portal

Continual Assurance of Learning-Enabled, Cyber-Physical Systems (LE-CPS)

Shreyas Ramakrishna's Publications

Model-Based Design for CPS with Learning-Enabled Components

Augmenting learning components for safety in resource constrained autonomous robots

CPS Design with Learning-Enabled Components: A Case Study

Dynamic-weighted simplex strategy for learning enabled cyber physical systems

Deepnncar: A testbed for deploying and testing middleware frameworks for autonomous robots

Out-of-distribution detection in multi-label datasets using latent space of $\beta$-vae

Deep-RBF Networks for Anomaly Detection in Automotive Cyber-Physical Systems

A Methodology for Automating Assurance Case Generation

Efficient Out-of-Distribution Detection Using Latent Space of beta-VAE for Cyber-Physical Systems