Office of Naval Research (ONR)
AI Research & Innovation
AI Applications
The challenge our customer brought us.
Current automated tools for defense mission planning rely on obsolete knowledge models to function that require manual encoding and testing, reducing the effectiveness of automated mission planning.
What we designed and delivered.
Develop machine learning methods to update and optimize planning models.
Develop CILEMP, a collection of advanced multi-strategy machine learning software tools that acquire and update planning models for AI-based mission planning systems.
Develop CILEMP to use methods for updating planning models that utilize mission performance data and user feedback including after action reports, planning decisions, and critiques of system performance.
The difference it made.
CILEMP automatically improves mission planner performance by utilizing and exploiting mission performance data and user feedback to better develop new protocols and mission plans.
Through machine learning CILEMP is able to process user feedback and after mission reports automatically without the need for manual encoding reducing processing time to seconds.
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Other programs weโve delivered.
Next Generation Threat System (NGTS) GPT
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1
Generative AI Logistics for Communication and Execution (GAILFORCE)
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2
Augmenting CILEMP to Enable Fleet Autonomy with Generative AI (CILEMP-FLAG)
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3
Goal Reasoning for Satellite Constellation Decision Making (GRANITE)
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4
Deep Reinforcement Learning
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5
AI-Powered Multi-Asset, Multi-Domain Operations Planning and Replanning Software (AMORE)
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6
Minefield Planning Evaluation and Gaming Suite
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7
Information Technology Services (LITeS) III
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8
Cyber Warning and Operations Center (CWOC) Research and Analysis
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9
Intelligence, Surveillance, and Reconnaissance Operations (ISRO)
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10
All Source Intelligence Cyberspace II
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DARPA Explainable AI
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NIST Privacy Engineering Program
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14
U.S. Census Disclosure Avoidance System
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15
NAVAIR Next Generation Threat System (NGTS)
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