OUR CORE R&D / These systems range from individual

autonomous robotic platforms to large-scale, multi-agent systems

for information management, command & control

OUR CORE R&D

These systems range from individual  autonomous robotic platforms to large-scale, multi-agent systems  for information management, command & control

Explainable AI

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Explainable AI

Explainable AI (XAI) promotes trust by providing reasons for all system outputs—reasons that are accurate and human-understandable. Our XAI does more than provide correlation-based explanations of AI system outputs: it offers deep insight and causal understanding of the decision-making process.

Related Projects:

Photo of robotic combat vehicle (RCV) with and overlay illustrating the status of UAV, Lidar, Platform, and Right and Left Tracks. An inset in the foreground is a photo of operators inside the RCV

RAPS

An AI-based maintenance system that keeps robotic combat vehicles mission ready

Image from ALPACA project

ALPACA

A tool that strengthens trust in machine learning

Explainable AI from Charles River Analytics will enhance mission planning and operations for the Navy and Marine Corps.

EXTRA

Tools that make DRL agents understandable and trustable

CAMEL

Causal models to explain learning

SPNN

A secure neural network that protects sensitive information