Upcoming Event: Center for Autonomy Seminar

On Neuro-Symbolic Approaches for Autonomy

1) Andrzej Banaszuk, 2) Alberto Speranzon, 1) Director of the Trusted Intelligence Lab at Lockheed Martin, 2) Chief Scientist for Autonomy

Abstract

In this talk we will provide an overview of the Trusted Intelligence Lab within the Advanced Technology Labs at Lockheed Martin and discuss some ongoing research in neuro-symbolic AI applied to autonomous systems. We will describe current ongoing research in semantic world model representations, describe approaches for scalable multi-agent planning leveraging relational abstractions and recent developments about the structure of the latent space of end-to-end decision-making models. During the talk we will discuss key challenges and opportunities in this broad research area.

Biography