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Past Projects

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TIDE

Task-based Information Distribution Environment

TIDE is a collection of information management tools that automatically disseminate and organize documents based on relevance to models of collaborators' tasks. TIDE uses a novel probabilistic reasoning approach to derive information needs from tasks, present to the user a set of documents that broadly cover his current information needs, and adapt its task model based on user relevance feedback.

Genoa

Genoa: The Structured Evidential Argumentation System

Under this effort, we developed the concept of structured argumentation applied to intelligence analysis, a corporate memory of structured arguments that accumulates over time constituting an historic record of anlytic thinking, and an asynchronous collaborative environemnt for collective reasoning.

JFACC Continuous Planning

JFACC Continuous Planning and Execution

The main result of this project was the development of the Continuous Planning and Execution Framework (CPEF), which provides plan generation and replanning capabilities for situated agents in highly dynamic environments. Within CPEF, plans are treated as dynamic, open-ended artifacts that evolve in response to an ever-changing environment. In particular, plans must be updated in response to new information and requirements in a timely fashion to ensure their relevance and viability.

MAGIC II

Multidimensional Applications and Gigabit Internet Consortium (MAGIC) II

MAGIC II consisted of a consortium of industry and academic institutions building a very general paradigm in which high-performance computing, storage, and communications are used to provide rapid access to massive amounts of data over the Internet

Terrain Change Detection

Continuous Terrain Modeling with Applications to Change Detection

The purpose of this project is to develop a robust and reliable method of detecting changes in the 3-D shape of terrain given sets of aerial/satellite images taken at different times.

KB and Ontology Development

Reusable Tools for Knowledge Base and Ontology Development

The Goal of this project is to develop knowledge base tools that can be used with multiple knowledge representation systems.

DERBI

Explaining and Recovering from Computer Break-Ins

A system for forensic analysis of computer break-ins.

Rationale Capture

Automated Capture of Design Rationale

This project developed nondisruptive techniques for automatically acquiring rationale information for the detailed design process. The project produced a Rationale Construction Framework (RCF) system that monitors designer interactions with a CAD tool to produce a rich process history. This history is then structured and interpreted relative to a background theory of `design metaphors', thus enabling summarization and explanation of key elements of the design process.

MPA

Multiagent Planning Architecture

MPA is an open planning architecture that facilitates incorporation of new plan-related technologies, capitalizing on the benefits of distributed computing for efficiency and robustness. MPA provides protocols to support the sharing of knowledge and capabilities among agents involved in cooperative problem solving. MPA has been demonstrated in the air campaign planning domain, and was used as the infrastructure for the flagship demonstration of the DARPA Planning Initiative.

Advisable Planners

Advisable Planners

The Advisable Planners project sought to make AI planning technology more accessible and controllable through the metaphor of advisability. User-provided advice specifies characteristics for both the desired solution and the problem-solving process to be employed during plan generation. Such advice is specified in a high-level language that is natural and intuitive for users, then operationalized into constraints that direct the underlying planning technology.

This website does not contain information on all of our past or present projects.
For further information please contact us.

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