 | ftp://aramis.cs.ua.edu/pub/tech-reports/sun.connection-science.ps.Z, 19940401
On Variable Binding in Connectionist Networks Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 RUNNING HEAD: variable binding KEY WORDS: connectionism, variable binding, logic, rule, network. To appear in: Connection Science, 1992 1 |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.applied-intelligence.ps.Z, 19940401
Schemas, Logics, and Neural Assemblies Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 rsun@athos.cs.ua.edu INDEX TERMS: neural networks, schemas, reasoning, logic, variable binding Abstract To implement schemas and logics in connectionist models, some form of |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.IEEE-TKDE.ps.Z, 19940401
INDE TERMS: artificial intelligence, knowledge-based systems, neural networks, reasoning, knowledge representation, vagueness s er, e r se e r s r r e e e s s ere s r s r e s e ere es. e e s s s e e s, e s ere e e r es re rese e s s re rese r es e e s, e er s r e re se re e rs e e . se e er e ee e e es |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.ijcai95.ps, 19950508
A Microfeature Based Approach Towards Metaphor Interpretation Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487, USA |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.csi95.ps, 19950508
A Hybrid Learning Model for Reactive Sequential Decision Making Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 Todd Peterson Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.csi-bib94.ps, 19950510
i Bibliography of Connectionist Models with Symbolic Processing This bibliography was compiled by Ron Sun from contributions solicited from the research community. Especially valuable were the lists of references from Todd Lubert, Jim Garson, and Detlef Nauck. The selection of papers were based mainly |
| ftp://aramis.cs.ua.edu/pub/tech-reports/jukic.tr-cs-95-0016.ps, 19950731
Aggregate Functions for Approximate Query Processing N. Jukic and S. V. Vrbsky njukic@cs.ua.edu vrbsky@cs.ua.edu Department of Computer Science The University of Alabama Tuscaloosa, Alabama 35487-0290 |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.fuzzy-sets-systems.ps, 19951212
Commonsense Reasoning with Rules, Cases, and Connectionist Models: A Paradigmatic Comparison Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 March 30, 1995 |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.artificial-intelligence.ps.Z, 19951212
Robust Reasoning: Integrating Rule-Based and Similarity-Based Reasoning Ron Sun The University of Alabama Department of Computer Science Tuscaloosa, AL 35487 rsun@cs.ua.edu March 31, 1994 ABBREVIATED TITLE: Robust Reasoning 1 |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.ai-magazine.ps, 19960330
Hybrid Connectionist-Symbolic Models: a report from the IJCAI'95 workshop on connectionist-symbolic integration Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 March 25, 1996 Acknowledgement: I wish to thank Frederic Alexandre, Michael Dyer, John Barnden, Larry |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.cogsci96.ps, 19960424
Bottom-up Skill Learning in Reactive Sequential Decision Tasks Ron Sun and Todd Peterson and Edward Merrill The University of Alabama Tuscaloosa, AL 35487 rsun@cs.ua.edu |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.neural-networks.ps, 19961227
Learning, Action, and Consciousness: A Hybrid Approach toward Modeling Consciousness Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 EMAIL: rsun@cs.ua.edu PHONE: (205) 348-1667 December 27, 1996 RUNNING TITLE: Hybrid Approach toward Consciousness ACKNOWLEDGEMENT: |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.fall96.ps, 19970330
A Hybrid Architecture for Learning Reactive Sequential Decision Making Ron Sun, Todd Peterson, Edward Merrill The University of Alabama Tuscaloosa, AL 35487 rsun@cs.ua.edu G S Figure 1: Navigating A Maze |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.jcis97.ps, 19970330
Some Experiments with a Hybrid Model for Learning Sequential Decision Making Ron Sun Todd Peterson The University of Alabama Tuscaloosa, AL 35487 EMAIL: rsun@cs.ua.edu PHONE: (205) 348-1667 March 28, 1997 KEY WORDS: connectionist learning, multi-strategy learning, reinforcement learning, |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.tnn.ps, 19970403
A Neural Network Model of Causality Ron Sun Department of Computer Science The University of Alabama Tuscaloosa, AL 35487 rsun@cs.ua.edu |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.lea-chp7.ps, 19970403
7 A HYBRID AGENT ARCHITECTURE FOR REACTIVE SEQUENTIAL DECISION MAKING Ron Sun Todd Peterson Department of Computer Science The University of Alabama 1 INTRODUCTION How does an autonomous agent that interacts with an environment learn to survive in the environment and make the most out of it More |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.lea-chp1.ps, 19970403
1 AN INTRODUCTION TO HYBRID CONNECTIONIST-SYMBOLIC MODELS Ron Sun Department of Computer Science The University of Alabama 1 MOTIVATIONS There has been a considerable amount of research in integrating connectionist and symbolic processing. While such an approach has clear advantages, it also encounters |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.kluwer-1.ps, 19970403
1 AN INTRODUCTION: ON SYMBOLIC PROCESSING IN NEURAL NETWORKS Ron Sun Department of Computer Science College of Engineering The University of Alabama Tuscaloosa, AL 35487 rsun@cs.ua.edu 1 SOME BACKGROUND Various forms of life have been existing on earth for hundreds of millions of years, and the long |
| ftp://aramis.cs.ua.edu/pub/tech-reports/matocha.TR-CS-97-0025.ps, 19970416
Optimality Proofs for an All-to-all Broadcast TR-CS-97-0025 Jeff Matocha and John C. Lusth Department of Computer Science The University of Alabama Tuscaloosa, AL 35487-0290 jmatocha@cs.ua.edu, john.c.lusth@mad.scientist.com April 15, 1997 Abstract Many times in a network, it is necessary to all mem |
| ftp://aramis.cs.ua.edu/pub/tech-reports/jukic.tr-cs-97-0026.ps, 19970505
Asserting Beliefs in MLS Relational Models Nenad A. Jukic and Susan V. Vrbsky Technical Report TR-CS-97-0026 njukic@cs.ua.edu , vrbsky@cs.ua.edu Department of Computer Science, The University of Alabama Tuscaloosa, Alabama 35487-0290 |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.cira97.ps, 19970523
A Hybrid Model for Learning Sequential Navigation Ron Sun, Todd Peterson University of Alabama, Tuscaloosa, AL 35487 |
| ftp://aramis.cs.ua.edu/pub/tech-reports/sun.iccs97.ps, 19970527
Skill Learning Using A Bottom-Up Hybrid Model Ron Sun, Edward Merrill, Todd Peterson The University of Alabama Tuscaloosa, AL 35487 rsun@cs.ua.edu |
