Page images
PDF
EPUB

NASA Study Group on Machine Intelligence and Robotics

Subject

Algirdas A. Avizienis

David A. Rennels

Herbert Hecht

Danny Cohen

William M. Whitney
Samuel Fuller
Richard Greenblatt
Marvin Minsky
Justin Ratner
Carver A. Mead
Michael Ebersole

Alan Perlis

Ivan Sutherland
Carver A. Mead

Algirdas A. Avizienis

Jet Propulsion Laboratory

September 30, 1977

Speaker

[blocks in formation]

Architectures for S/C Computers - Introduction and Overview
Architectures for S/C Computers - S/C Dist. Computer Architectures
Architectures for S/C Computers - Centralized Satellite Computer
Architectures for S/C Computers - Discussions

Architectures for S/C Computers - Discussions

Trends in Computer Architectures - Multiprocessor Architectures
Trends in Computer Architectures - LISP Processor

Trends in Computer Architectures - Discussions

Trends in LSI Technology - New Directions in MOS Technology
Trends in LSI Technology - Designing in LSI

Panel Discussion

Panel Discussion

Panel Discussion

Panel Discussion

Panel Discussion

NASA Study Group on Machine Intelligence and Robotics

Speaker

David Blanchard
John B. Zegalia

Richard des Jardins

Stephen R. McReynolds

John Y. Sos

John J. Quann

Robert D. Chapman
Press Rose

Robert Balzer

Leonard Friedman

B. Gentry Lee
James Porter
B. A. Claussen
Harlan Mills

Azriel Rosenfeld

Nico Habermann
Robert Balzer
John V. Guttag

Brian Smith
Mary Shaw

Warren Teitelman

Allen Newell

Donald A. Norman

Thomas B. Sheridan

Donald A. Norman

Goddard Space Flight Center

November 30, 1977

Subject

[blocks in formation]

NASA Organizations and Project Development Programs

A Typical NASA End-to-End Data System

Mission Independent Ground Operation Systems

Survey of NASA Applications of Advanced Automation

Trends in Space Telemetry Data Processing

Large Data Base Application Requirements

Need of Space Lab Facility Class Instruments of the Future
Payload Software Technology

Report on MSFC Data Management Symposium

Report on AIAA Computers in Aerospace Conference

Mission Operations for Planetary Missions

Viking Mission Operation Strategy

Viking Lander Software

System Development Methodology

Spacial Data Bases: Problems and Prospects
System Development Control

Program Specification and Verification

Aspects of Program Specifications

KRL: Knowledge Representation Language

ALPHARD: A Language for the Development of Structured Programs
Interactive Development of Large Systems

ZOG: An Iterative System for Exploring Large Knowledge Bases
Powers and Limitations of the Human Brain, Mind, Storage

Discussion

Discussion

NASA Study Group on Machine Intelligence and Robotics

Speaker

Brian O'Leary

Earle M. Crum

George F. von Tiesenhausen

W. H. Steurer

C. C. Kraft

Allen J. Louviere

Robert V. Powell

Ted Carey

Hugh J. Dudley
George W. Smith
William R. Ferrell
Oliver Selfridge
Donald A. Norman
Thomas B. Sheridan

Johnson Space Center

February 1-2, 1978

Subject

[blocks in formation]

The Mining, Delivery and Processing of Non-Terrestrial Materials in Space
Lunar Resources Utilization for Space Construction

Space Processing and Manufacturing

Recovery of Lunar Metals for Terrestrial Consumption

Discussions

Attached Manipulators and Fabrication in Space

Large Antenna Reflectors Deployment and Erection

Geostationary Platform Studies and Teleoperators

Fabrication in Space and Simulation of Fabrication Operations
Teleoperator Control for Space Construction

Human Performance and Man-Machine Allocation for Space Tasks
Multilevel Exploration: Human and Computer Roles
Human Information Processing
Summary Remarks

NASA Study Group on Machine Intelligence and Robotics

NASA Headquarters

March 8-9, 1978

Workshop V

Speaker

Donald Williams/
Robert Cunningham
Jay M. Tenenbaum
Phillip H. Swain
Henry Cook

Alex F. H. Goetz

Thomas Young
Charles Elachi

Edward J. Groth

James Cutts

Raj Reddy

David Schaeffer

Graham Nudd

Q. R. Mitchell

B. R. Hunt

V. Casler/Ivan Sutherland

Berthold Horn
David Milgram/

Azriel Rosenfeld
Jay M. Tenenbaum

Subject

Automated Scene Analysis for Space Systems

Application of AI to Remote Sensing

At the Frontiers of Earth Resources Image Processing

DMA Applications of Automatic Cartography & Possible Requirements for Machine
Intelligence

Geological Resource Exploration

Future Mission Requirements

Radar Imaging, Venus Orbiting Radar, SEASAT

Large Space Telescopes

Planetary Geology

SMU Signal Processor

The Massive Parallel Processor (MPP)

CCD Image Processing

Coding and Data Compression Techniques

Enhancement, Restoration, and Geometric Transformations

Graphics and Simulation Systems

Motion and Texture

Relaxation Algorithms

Segmentation

Appendix B

Marvin Minsky. "Steps Toward Artificial Intelligence," pp 406-450, in Computers and Thoughts, edited by Edward A. Feigenbaum and Julian Feldman, copyrighted 1963 by McGraw-Hill, Inc. Reproduced by permission of the Institute of Electrical and Electronics Engineers, Inc., successor to the Institute of Radio Engineers, original copyright holder of the Proceedings of the Institute of Radio Engineers, January 1961, Vol 49, pp 8-30.

STEPS TOWARD

ARTIFICIAL INTELLIGENCE

by Marvin Minsky

Introduction

A visitor to our planet might be puzzled about the role of con:puters in our technology. On the one hand, he would read and hear all about wonderful "mechanical brains" baffling their creators with prodigious intellectual performance. And he (or it) would be warned that these machines must be restrained, lest they overwhelm us by might, persuasion, or even by the revelation of truths too terrible to be borne. On the other hand, our visitor would find the machines being denounced, on all sides, for their slavish obedience, unimaginative literal interpretations, and incapacity for innovation or initiative; in short, for their inhuman dullness.

Our visitor might remain puzzled if he set out to find, and judge for himself, these monsters. For he would find only a few machines (mostly "general-purpose" computers, programmed for the moment to behave according to some specification) doing things that might claim any real intellectual status. Some would be proving mathematical theorems of rather undistinguished character. A few machines might be playing certain games, occasionally defeating their designers. Some might be distinguishing between hand-printed letters. Is this enough to justify so much interest, let alone deep concern? I believe that it is; that we are on the threshold of an era that will be strongly influenced, and quite possibly dominated, by intelligent problem-solving machines. But our purpose is not to guess about what the future may bring; it is only to try to describe and explain what seem now to be our first steps toward the construction of "artificial intelligence."

406

« PreviousContinue »