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:

Aerial photo of house rooftops in suburban community with tree configuration, vegetation and building materials identified and nearby wildfires depicated. A topographical map is in the background depicting fire locations.

WIMPLE

A wildfire risk assessment and mitigation solution for homeowners and communities

Multiple-camera system that ensures safer operations using ML

ASIMOV

A multicamera system that ensures safer operations using machine learning

Various ships and boats on water with inset map below. Vessels are being identified and tagged: Contrainer Ship, Sailboat, Object, Ship. One is Tagged as Container Ship - PPL. Text was recognized on vessel.

A-TEAM

Maritime object identification and optical character recognition for situational awareness

Scruff™

A framework for building artificial intelligence systems

DATEM

Monitor health and status of critical systems with machine-learning technologies

Illustration of the 3 technical areas of the DARPA EDGE program: Compose, Test & Explore, and Quantify

PERCEPTS

A tool to enable more robust AI model development

Finger print with grammar attributes, granular, sports metaphor, passive voice, alliteration, oxford comma, exemplification

AUTHOR

Tool to determine authorship of anonymous documents

STAPLES

Probabilistic programming solution for supply chain and logistics

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

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

AR/VR/XR training tool

KWYN SOLAR

An immersive environment for rapidly understanding the space domain

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

SPNN

A secure neural network that protects sensitive information

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

padlocks, green, abstract

GearCASE

A systemic functional grammar application for design models

HAMLET

Avoiding malice with linguistics-inspired exploit testing