Book One
Automated Reasoning
Rule Based Updates on Simple Knowledge Bases
PDFRecovering Software Specifications with Inductive Logic Programming
PDFCan We Enforce Full Compositionality in Uncertainty Calculi?
PDFAn Empirical Evaluation of Knowledge Compilation by Theory Approximation
PDFModGen: Theorem Proving by Model Generation
PDFSmall is Beautiful: A Brute-Force Approach to Learning First-Order Formulas
PDFAvoiding Tests for Subsumption
PDFOn Kernel Rules and Prime Implicants
PDFUsing Hundreds of Workstations to Solve First-Order Logic Problems
PDFTermination Analysis of OPS5 Expert Systems
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Description Logic
Enabling Technologies
Discovering Procedural Executions of Rule-Based Programs
PDFMechanisms for Efficiency in Blackboard Systems
PDFModel-Based Automated Generation of User Interfaces
PDFThe Relationship between Architectures and Example-Retrieval Times
PDFCombining Left and Right Unlinking for Matching a Large Number of Learned Rules
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Instructional Environments
An Instructional Environment for Practicing Argumentation Skills
PDFTailoring Retrieval to Support Case-Based Teaching
PDFSituated Plan Attribution for Intelligent Tutoring
PDFLearning from Highly Flexible Tutorial Instruction
PDFCase-Based Retrieval Interface Adapted to Customer-Initiated Dialogues in Help Desk Operations
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Meta AI
Neural Networks
Associative Memory in an Immune-Based System
PDFParsing Embedded Clauses with Distributed Neural Networks
PDFSpurious Symptom Reduction in Fault Monitoring Using a Neural Network and Knowledge Base Hybrid System
PDFLearning to Learn: Automatic Adaptation of Learning Bias
PDFNeural Programming Language
PDFMulti-Recurrent Networks for Traffic Forecasting
PDFKnowledge Matrix — An Explanation and Knowledge Refinement Facility for a Rule Induced NeuralNetwork
PDFEpsilon-Transformation: Exploiting Phase Transitions to Solve Combinatorial Optimization Problems Initial Results
PDFUnclear Distinctions Lead to Unnecessary Shortcomings: Examining the Rule Versus Fact, Role versus Filler, and Type Versus Predicate Distinctions from a Connectionist Representation and Reasoning Perspective
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Perception
Topological Mapping for Mobile Robots Using a Combination of Sonar and Vision Sensing
PDFApplying VC-Dimension Analysis to 3D Object Recognition from Perspective Projections
PDFA New Approach to Tracking 3D Objects in 2D Image Sequences
PDFAutomatic Symbolic Traffic Scene Analysis Using Belief Networks
PDFSensible Decisions: Toward a Theory of Decision-Theoretic Information Invariants
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Spatial Reasoning
Student Abstracts
Computer Simulation of Statistics and Educational Measurement StatSim: An Intelligent Tutoring System for Statistics
PDFSynthetic Robot Language Development
PDFFuzzy Irrigation Decision Support System
PDFUtility-Directed Planning
PDFA Modular Visual Tracking System
PDFLearning by Observation and Practice: A Framework for Automatic Acquisition of Planning Operators
PDFMaking the Most of What You’ve Got: Using Models and Data to Improve Learning Rate and Prediction Accuracy
PDFModel-Based Sensor Diagnosis: When Monitoring Should be Monitored
PDFTheoretical and Experimental Studies of Temporal Constraint Satisfaction Problem
PDFA Theory of Reading
PDFA Hybrid Parallel IDA Search
PDFTime-Situated Reasoning within Tight Deadlines and Realistic Space and Computation Bounds
PDFIntegrating Induction & Instruction: Connectionist Advice Taking
PDFA Comparison of Reinforcement Learning Methods for Automatic Guided Vehicle Scheduling
PDFLearning Quality-Enhancing Control Knowledge
PDFDatabase Learning for Software Agents
PDFBuilding Emotional Characters for Interactive Drama
PDFOn the Computation of Point ofView
PDFDiagnosing Multiple Interacting Defects with Combination Descriptions
PDFMulti-Agent Learning in Non-Cooperative Domains
PDFCoalition Formation Methods in Multi-Agent Environments
PDFIntegrating Specialized Procedures in Proof Systems
PDFTowards Situated Explanation
PDFReflective Reasoning and Learning
PDFCase-Based Reasoning for Weather Prediction
PDFAgent Modeling Methods Using Limited Rationality
PDFWhen the Best Move Isn’t Optimal: Q-learning with Exploration
PDFHIPAIR: Interactive Mechanism Analysis and Design Using Configuration Spaces
PDFLearning Sorting Networks By Grammars
PDFThe Formation of Coalitions among Self-Interested Agents
PDFLearning from Ambiguous Examples
PDFExploiting the Environment: Urban Navigation as a Case Study
PDFQuantitative Evaluation of the Exploration Strategies of a Mobile Robot
PDFEveryday Reasoning Meets Geometry Theorem-Proving
PDFDetermination of Machine Condition Using Neural Networks
PDFBuilding a Parser that Can Afford to Interact with Semantics
PDFUsing Errors to Create Piecewise Learnable Partitions
PDFDevelopment of an Intelligent Forensic System for Hair Analysis and Comparison
PDFFinding Multivariate Splits in Decision Trees Using Function Optimization
PDFDempster-Shafer and Bayesian Networks for CAD-Based Feature Extraction: A Comparative Investigation and Analysis
PDFPreliminary Studies in Agent Design in Simulated Environments
PDFThe Automated Mapping of Plans for Plan Recognition
PDFGenerating Rhythms with Genetic Algorithms
PDFProcessing Pragmatics for Computer-Assisted Language Instruction
PDFTractable Anytime Temporal Constraint Propagation
PDFA Dynamic Organization in Distributed Constraint Satisfaction
PDFSituated Agents Can Have Plans
PDFThe KM / KnEd System: An Integrated Approach to Building Large-Scale Multifunctional Knowledge Bases
PDFExploiting the Ordering of Observed Problem-Solving Steps for Knowledge Base Refinement: An Apprenticeship Approach
PDFSubstructure Discovery Using Minimum Description Length Principle and Background Knowledge
PDFDynamically Adjusting Categories to Accommodate Changing Contexts
PDFGoal-Clobbering Avoidance in Non-Linear Planners
PDFExperiments Towards Robotic Learning by Imitation
PDFGKR: A Generic Model of Knowledge Representation
PDFLocal Search in the Coordination of Intelligent Agents
PDFTime Units and Calendars
PDFA Statistical Method for Handling Unknown Words
PDFTesting a KBS Using a Conceptual Model
PDFThe Epistemology of Physical System Modeling
PDFPlanning for Compotent-Based Configurations
PDFTime-Critical Scheduling in Stochastic Domains
PDFThe Crystallographer’s Assistant
PDFReasoning about What to Plan
PDFLearning about Software Errors Via Systematic Experimentation
PDFLow Computation Vision-Based Navigation for a Martian Rover
PDFIntrospective Reasoning in a Case-Based Planner
PDFClassification of NounPhrases into Concepts or Individuals
PDFCase-Based Introspection
PDFEmpirical Knowledge Representation Generation Using N-Gram Clustering
PDFSodaBot: A Software Agent Environment and Construction System
PDFAbstract of the Forest Management Advisory Systems
PDFSimplifying Bayesian Belief Nets while Preserving MPE or MPGE Ordering
PDFDecidability of Contextual Reasoning
PDFDecision-Theoretic Plan Failure Debugging and Repair
PDFDANIEL: Integrating Case-Based and Rule-Based Reasoning in Law
PDFProbabilistic Knowledge of External Events in Planning
PDFRegression Based Causal Induction with Latent Variable Models
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Video Program
Guardian: A Prototype Intelligent Agent for Intensive-Care Monitoring
PDFDynamic Generation of Complex Behavior
PDFHIPAIR: Interactive Mechanism Analysis and Design Using Configuration Spaces
PDFALIVE: Artificial Life Interactive Video Environment
PDFA Reading Coach that Listens: (Edited Video Transcript)
PDFMachine Rhythm
PDFIndex to Volumes One and Two
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