Volume 2, Number 1, January 1991

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  David M. W. Powers: Goals, Issues and Directions in Machine Learning of Natural Language and Ontology (Bibliography). 101-114
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  Costas Tsatsoulis: A Review Of Artificial Intelligence In Simulation. 115-121

Volume 2, Number 2, April 1991

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  Tom Murray, Beverly Park Woolf: A Knowledge Acquisition Tool for Intelligent Computer Tutors. 9-21
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  Rok Sosic, Jun Gu: 3000000 Queens in Less Than One Minute. 22-24

Volume 2, Number 3, June 1991

Implemented Knowledge Representation and Reasoning Systems

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  James F. Allen: The RHET System. 1-7
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  Franz Baader, Bernhard Hollunder: KRIS: Knowledge Representation and Inference System. 8-14
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  Samuel Bayer, Marc B. Vilain: The Relation-Based Knowledge Representation of King Kong. 15-21
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  Toni Bollinger, Udo Pletat: The LILOG Knowledge Representation System. 22-27
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  Seng-cho Timothy Chou, Marianne Winslett: The Implementation of a Model-based Belief Revision System. 28-34
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  James M. Crawford, Benjamin Kuipers: Algernon - A Tractable System for Knowledge-Representation. 35-44
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  Brian R. Gaines: Empirical Investigation of Knowledge Representation Servers: Design Issues and Applications Experience with KRS. 45-56
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  Matthew L. Ginsberg: The MVL Theorem Proving System. 57-60
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  Nicola Guarino: A Concise Presentation if ITL. 61-69
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  Alfred Kobsa: First Experiences with the SB-ONE Knowledge Representation Workbench in Natural-Language Applications. 70-76
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  Bryan M. Kramer, Vinay K. Chaudhri, Manolis Koubarakis, Thodoros Topaloglou, Huaiqing Wang, John Mylopoulos: Implementing Telos. 77-83
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  Douglas B. Lenat, Ramanathan V. Guha: The Evolution of CycL, The Cyc Representation Language. 84-87
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  Robert M. MacGregor: Inside the LOOM Description Classifier. 88-92
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  Eric Mays, Robert Dionne, Robert A. Weida: K-Rep System Overview. 93-97
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  David A. McAllester: Socratic Sequent Systems. 98-100
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  Robert Nado, Jeffrey Van Baalen, Richard Fikes: JOSIE: An Integration of Specialized Representation and Reasoning Tools. 101-107
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  Peter F. Patel-Schneider, Deborah L. McGuinness, Alexander Borgida: The CLASSIC Knowledge Representation System: Guiding Principles and Implementation Rationale. 108-113
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  Christof Peltason: The BACK System - An Overview. 114-119
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  Charles Rich: CAKE: An Implemented Hybrid Knowledge Representation and Limited Reasoning System. 120-127
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  Stuart C. Shapiro: Case Studies of SNePS. 128-134
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  Howard E. Shrobe: Providing Paradigm Orientation without Implementational Handcuffs. 135-142
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  Narinder Singh, Michael R. Genesereth: Epikit: A Library of Subroutines Supporting Declarative Representations and Reasoning. 143-151

Volume 2, Number 4, August 1991

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  Zhengxin Chen, Sam Al-Schamma: Integrated Use of Expert Systems at the K-Tree Level. 6-11

Integrated Cognitive Architectures (AAAI Spring Symposium)

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  John E. Laird: Preface for Special Section on Integrated Cognitive Architectures. 12-13
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  Richard Alterman, Tamitha Carpenter, Roland Zito-Wolf: An Architecture for Understanding in Planning, Action, and Learning. 14-19
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  Scott D. Anderson, David M. Hart, Paul R. Cohen: Two Ways to Act. 20-24
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  Jim Antonisse, Harry Wechsler: Integrating Perception, Action, and Learning. 25-28
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  Michael Barbehenn, Seth Hutchinson: An Integrated Architecture for Learning and Planning in Robotic Domains. 29-33
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  Kenneth Basye: A Decision-Theoretic Approach to Robotic Control Systems. 34-37
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  Joseph Bates, A. Bryan Loyall, W. Scott Reilly: Broad Agents. 38-40
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  D. Paul Benjamin, Alec Cameron, Leo Dorst, Madeleine E. Rosar, Hsiang-Lung Wu: Integrating Perception with Problem Solving. 41-45
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  Rodney A. Brooks: Integrated Systems Based on Behaviors. 46-50
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  Jaime G. Carbonell, Oren Etzioni, Yolanda Gil, Robert Joseph, Craig A. Knoblock, Steven Minton, Manuela M. Veloso: PRODIGY: An Integrated Architecture for Planning and Learning. 51-55
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  Gregg Collins, Lawrence Birnbaum, Bruce Krulwich, Michael Freed: Model-Based Integration of Planning and Learning. 56-60
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  Mark Drummond, John L. Bresina, Smadar Kedar: The Entropy Reduction Engine: Integrating Planning, Scheduling, and Control. 61-65
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  Kenneth D. Forbus, Dedre Gentner: Similarity-based Cognitive Architecture. 66-69
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  Erann Gat: Integrating Reaction and Planning in a Heterogeneous Asynchronous Architecture for Mobile Robot Navigation. 70-74
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  Ashok K. Goel, Kurt P. Eiselt: Mental Models, Text Interpretation, and Knowledge Acquisition. 75-78
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  Barbara Hayes-Roth: An Integrated Architecture for Intelligent Agents. 79-81
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  Barbara Hayes-Roth: Evaluation of Integrated Agent Architectures. 82-84
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  Leslie Pack Kaelbling: A Situated-Automata Approach to the Design of Embedded Agents. 85-88
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  Deepak Kumar, Stuart C. Shapiro: Architecture of an Intelligent Agent in SNePS. 89-92
• 
  Daniel Kuokka: MAX: A Meta-Reasoning Architecture for "X". 93-97
• 
  John E. Laird, Michael Hucka, Scott B. Huffman, Paul S. Rosenbloom: An Analysis of Soar as an Integrated Architecture. 98-103
• 
  Pat Langley, Kathleen B. McKusick, John A. Allen, Wayne Iba, Kevin Thompson: A Design for the Icarus Architecture. 104-109
• 
  Lundy M. Lewis: A Time-Ordered Architecture for Integrating Reflective and Deliberative Behavior. 110-114
• 
  Pattie Maes: The Agent Network Architecture (ANA). 115-120
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  Ganesh Mani, Leonard Uhr: Integrating Perception, Language-Handling, Learning and Planning in the CHILDLIKE System. 121-124
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  Charles E. Martin, R. James Firby: An Integrated Architecture for Planning and Learning. 125-129
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  Maja J. Mataric: Behavioral Synergy Without Explicit Integration. 130-133
• 
  Steven Minton: On Modularity in Integrated Architectures. 134-135
• 
  Tom M. Mitchell: Plan-Then-Compile Architectures. 136-139
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  Gary H. Ogasawara: A Distributed, Decision-Theoretic Control System for a Mobile Robot. 140-145
• 
  Stuart J. Russell: An Architecture for Bounded Rationality. 146-150
• 
  Wei-Min Shen: LIVE: An Architecture for Learning from the Environment. 151-155
• 
  Reid G. Simmons: Coordinating Planning, Perception, and Action for Mobile Robots. 156-159
• 
  Richard S. Sutton: Dyna, an Integrated Architecture for Learning, Planning, and Reacting. 160-163
• 
  Steven A. Vere: Organization of the Basic Agent. 164-168
• 
  Cathleen Wharton, Walter Kintsch: An Overview of the Construction-Integration Model: A Theory of Comprehension as a Foundation for a New Cognitive Architecture. 169-173
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  Steven D. Whitehead: A Framework for Integrating Perception, Action, and Trial-and-Error Learning. 174-178
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  Jan M. Zytkow: Integration of Knowledge and Method in Real-world Discovery. 179-184

Volume 2, Number 5, October 1991

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  David D. Woods, Leila Johannesen, Scott S. Potter: Human Interaction with Intelligent Systems: An Overview and Bibliography. 39-50