Adaptive Coordinated Control of Intelligent Multi-Agent Teams

Abstract

The goal of this MURI program (ACCLIMATE) has been to develop adaptive, intelligent, and multi-agent control technologies to address the increasing concerns on the reliability, adaptability, and robustness of complex systems (such as unmanned air/ground vehicles) encountered on modern battlefields or in homeland defense. In particular, the program has been focused on the following three thrusts: 1. Architecture design of adaptive heterogeneous systems. We design novel system architectures that organically incorporate human intervention, and can be composed interoperably on the fly. 2. Integration of multi-sensor information into 3-D virtual environments for incorporating human intervention. 3. Handling uncertainty and adversarial intent in adaptive planning. In this final report, we summarize and highlight the key contributions of this program towards achieving the above fundamental goals.

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Document Details

Document Type
Technical Report
Publication Date
Mar 04, 2010
Accession Number
ADA519593

Entities

People

  • Howard M. Choset
  • R. V. Kumar
  • S. Shankar Sastry

Organizations

  • University of California, Berkeley

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Aircrafts
  • Collision Avoidance
  • Complex Systems
  • Computational Science
  • Computer Vision
  • Control Systems
  • Global Positioning Systems
  • Inertial Navigation
  • Inertial Navigation Systems
  • Model Predictive Control
  • Multiagent Systems
  • Navigation
  • Nonlinear Model Predictive Control
  • Three Dimensional
  • Unmanned Aerial Vehicles
  • Unmanned Ground Vehicles
  • Unmanned Vehicles

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Systems Analysis and Design
  • Unmanned Aerial System (UAS) Autonomous Capabilities and Mission Reconnaissance.

Technology Areas

  • Autonomy
  • Autonomy - Autonomous System Control
  • Autonomy - Human-Robot Interaction