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

Artificial Intelligence

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Artificial Intelligence

Artificial Intelligence (AI) provides tools and techniques that not only cause machines to behave intelligently, but also allow them to learn how to increase that intelligence. Machines with AI can augment human intelligence by performing challenging but monotonous tasks on our behalf, analyzing large amounts of data to find patterns and anomalies, and helping us make optimal decisions in complex, data-rich environments. At Charles River, we believe that AI-based systems designed to work effectively with humans will be the critical element that maximizes the impact of AI, so our design processes and research efforts center on designing and building AI-human collaborative systems.

Our AI approach and tools open new frontiers for the Government and business sectors, improving operations through improved performance of both humans and machines, reduced costs, and increased efficiency. Our best-in-class AI tools are developed, tested, and tailored specifically to the needs of each customer and project. Our expertise spans the full range of AI technologies—Machine Learning, Probabilistic Modeling and Reasoning, Human-Machine Teaming, Natural Language Processing, Planning and Optimization, and Autonomy.

Related Projects:

Soldier inspects vehicles to ensure operational readiness

STAPLES

Probabilistic programming solution for supply chain and logistics

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

JALAD

Using natural language processing for sentiment analysis

POWERED

A predictive health and maintenance app for critical energy equipment

PSI-Coach

A socially intelligent AI coach for predicting and maximizing team performance

Image from SARA Project from Charles River Analytics

SARA

A social robotics system to help individuals with Alzheimer’s

chess

COLTRANE

A system that helps AI systems navigate novel situations

JARVIS

JARVIS

A system for discovering novel solutions to cyber-physical systems design problems

Image from ALPACA project

ALPACA

A tool that strengthens trust in machine learning

ROMAN

Real-time ortho-mosaics for maritime situational awareness and navigation

SOLAR

A mixed reality application suite for space situational awareness

MERLIN

Autonomous learning applied to robotic swarm tactics

ORION

Human-computer interfaces for US Army commanders

TNT-SCAN

A system to track nuclear threats in urban environments

PISA

A system to help soldiers maintain situational awareness

SAIL

An infrastructure for increasing the resilience of US Navy Ships

CRITICAL

CRITICAL

Surveillance system providing detection of attacks targeting army installations

PLEDGES

A new machine learning approach with probabilistic modeling

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

PRESCRIPTION

A system for understanding risks and vulnerabilities in the pharmaceutical supply chain

INTUIT

Role and task-tailored interfaces for mission planning

CANDID

CANDID

A system that detects and prevents cybersecurity breaches in military ground vehicles

CAMEL

Causal models to explain learning

CYMOD

Cyber adversary modeling and simulation

PICASSA

A system to better understand potential threats in space

COCOA

COCOA

A compact system for autonomously tracking and following

DRIVE

A rapid human-computer interaction prototyping tool

VIBE

An interactive researcher’s workbench for ATR algorithms

SHERLOCK

A platform for prototyping solutions on physiological, neurological, and behavioral state

FOLLOW-ME

A human-machine interface for unmanned ground vehicles

PROBSYSML

Probabilistic extensions for the Systems Modeling Language

SHEPARD

Supervisory HMI enabling practical autonomous robot direction

DREEMS

Helping analysts understand how stressors impact Warfighters

MAGPIE

An adaptive, game-based, training environment

SPNN

A system to combat nicotine dependency and mitigate relapse

drone swarms

SATURN

Swarm tactics to provide heterogeneous swarms of unlimited size with resilient swarm behavior in urban operations

SNAPPR

Probabilistic Reasoning for System Components Onboard US Naval Vessels

PRINCESS

Probabilistic representation of intent commitments to ensure software survival

TAMBA

TAMBA

Technology to evaluate the effectiveness of privacy-aware systems

CRISIS

A system using heterogeneous crowds for complex analysis problems

SEAHAWK

A system that assesses cognitive workload

APPRIL

A probabilistic programming language to simplify machine learning

HAMLET

Avoiding malice with linguistics-inspired exploit testing

COMPASS

A weather and climate forecasting tool for mission planning

PRIME

Performance analysis tools for enterprise-deployed systems

MINOTAUR

An interface for controlling robotic leader-follower systems

ADAPTER

A toolkit that models individual and team cognitive state

CROWSNEST

A maritime traffic awareness solution for an unmanned surface vessel

FIGARO

An open-source probabilistic programming language

READ-IT

A toolkit to collect and analyze socio-cultural network data

CSFV

A framework of crowdsourcing tools for formal software verification

MAT

Software to analyze and validate scientific theories and models using real-world data