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:

Two US Army soldiers looking at computer monitors showing images of robotic combat vehicles.

RAPS

A maintenance system that can predict the health and status of robotic combat vehicles

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

Image from ALPACA project

ALPACA

A tool that strengthens trust in machine learning

Image from CAMEL project from Charles River Analytics

CAMEL

Causal models to explain learning

SPNN

A system to combat nicotine dependency and mitigate relapse