Book One
Agents
Robust Combinatorial Auction Protocol against False-Name Bids
PDFCollective Intelligence and Braess’ Paradox
PDFSome Tractable Combinatorial Auctions
PDFImproved Algorithms for Optimal Winner Determination in Combinatorial Auctions and Generalizations
PDFPreventing Strategic Manipulation in Iterative Auctions: Proxy Agents and Price-Adjustment
PDFIterative Combinatorial Auctions: Theory and Practice
PDFAgent Capabilities: Extending BDI Theory
PDFMaintainability: A Weaker Stabilizability Like Notion for High Level Control
PDFAn Algorithm for Multi-Unit Combinatorial Auctions
PDFInter-Layer Learning Towards Emergent Cooperative Behavior
PDFDeliberation in Equilibrium: Bargaining in Computationally Complex Problems
PDFSemantics of Agent Communication Languages for Group Interaction
PDFCobot in LambdaMOO: A Social Statistics Agent
PDFA Mechanism for Group Decision Making in Collaborative Activity
PDFSolving Combinatorial Auctions Using Stochastic Local Search
PDFNon-Deterministic Social Laws
PDFCoordination Failure and Congestion in Information Networks
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Cognitive Modeling
Self-Organization of Innate Face Preferences: Could Genetics Be Expressed through Learning?
PDFA Self-Organizing Neural Network for Contour Integration through Synchronized Firing
PDFAnchoring Symbols to Sensor Data: Preliminary Report
PDFModeling Classification and Inference Learning
PDFReading a Robot’s Mind: A Model of Utterance Understanding Based on the Theory of Mind Mechanism
PDFVisual Event Classification via Force Dynamics
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Constraint Satisfaction
Counting Models Using Connected Components
PDFDATALOG with Constraints — An Answer-Set Programming System
PDFLocal Search with Constraint Propagation and Conflict-Based Heuristics
PDFA Game-Theoretic Approach to Constraint Satisfaction
PDFUsing Auxiliary Variables and Implied Constraints to Model Non-Binary Problems
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Game Playing
Human-Computer Interaction
Human-Guided Simple Search
PDFPredicting Future User Actions by Observing Unmodified Applications
PDFAcquiring Problem-Solving Knowledge from End Users: Putting Interdependency Models to the Test
PDFPredicting UNIX Command Lines: Adjusting to User Patterns
PDFGeneration of Ideologically-Biased Historical Documentaries
PDFSelf-Supervised Learning for Visual Tracking and Recognition of Human Hand
PDFInteractive Training for Synthetic Characters
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Machine Learning and Data Mining
Learning the Common Structure of Data
PDFA Quantitative Study of Small Disjuncts
PDFRestricted Bayes Optimal Classifiers
PDFUnsupervised Learning and Interactive Jazz/Blues Improvisation
PDFEmpirical Evaluation of a Reinforcement Learning Spoken Dialogue System
PDFToward a Theory of Learning Coherent Concepts
PDFMultivariate Clustering by Dynamics
PDFA Mutually Beneficial Integration of Data Mining and Information Extraction
PDFSelective Sampling with Redundant Views
PDFIntuitive Representation of Decision Trees Using General Rules and Exceptions
PDFATMOSPHERE — Automatic Track Mining and Objective Satellite Pattern Hunting System Using Enhanced RBF and EGDLM
PDFRecognizing End-User Transactions in Performance Management
PDFLocalizing Search in Reinforcement Learning
PDFADVISOR: A Machine Learning Architecture for Intelligent Tutor Construction
PDFInformation Extraction with HMM Structures Learned by Stochastic Optimization
PDFBoosted Wrapper Induction
PDFGeneralizing Boundary Points
PDFA Unified Bias-Variance Decomposition for Zero-One and Squared Loss
PDFAutomatic Invention of Integer Sequences
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Natural Language Processing and Information Retrieval
The Automatic Interpretation of Nominalizations
PDFPredicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System
PDFSocial Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering
PDFLearning Subjective Adjectives from Corpora
PDFTranslating with Scarce Resources
PDFThe Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts
PDFCognitive Status and Form of Reference in Multimodal Human-Computer Interaction
PDFClass-Based Construction of a Verb Lexicon
PDFPreserving Ambiguities in Generation via Automata Intersection
PDFStatistics-Based Summarization — Step One: Sentence Compression
PDFEstimating Word Translation Probabilities from Unrelated Monolingual Corpora Using the EM Algorithm
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Planning and Scheduling
Iterative Flattening: A Scalable Method for Solving Multi-Capacity Scheduling Problems
PDFPlanning as Satisfiability in Nondeterministic Domains
PDFOpen World Planning in the Situation Calculus
PDFDiscovering State Constraints in DISCOPLAN: Some New Results
PDFA Logic for Planning under Partial Observability
PDFGraph Construction and Analysis as a Paradigm for Plan Recognition
PDFSolving a Supply Chain Optimization Problem Collaboratively
PDFFrom Causal Theories to Successor State Axioms and STRIPS-Like Systems
PDFTCBB Scheme: Applications to Single Machine Job Sequencing Problems
PDFExtracting Effective and Admissible State Space Heuristics from the Planning Graph
PDFAn Iterative Algorithm for Synthesizing Invariants
PDFRealPlan: Decoupling Causal and Resource Reasoning in Planning
PDFGridworlds as Testbeds for Planning with Incomplete Information
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Robotics
A Method for Clustering the Experiences of a Mobile Robot that Accords with Human Judgments
PDFCoordination for Multi-Robot Exploration and Mapping
PDFMonte Carlo Localization with Mixture Proposal Distribution
PDFAppearance-Based Obstacle Detection with Monocular Color Vision
PDFMulti-Fidelity Robotic Behaviors: Acting with Variable State Information
PDFPerformance Comparison of Landmark Recognition Systems for Navigating Mobile Robots
PDFActive Audition for Humanoid
PDFProperty Mapping: A Simple Technique for Mobile Robot Programming
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Search
Dynamic Representations and Escaping Local Optima: Improving Genetic Algorithms and Local Search
PDFLocalizing A*
PDFSpeeding up the Convergence of Real-Time Search
PDFChange Detection in Heuristic Search
PDFPreference-Based Search for Scheduling
PDFDivide-and-Conquer Frontier Search Applied to Optimal Sequence Alignment
PDFAsynchronous Search with Aggregations
PDFA* with Partial Expansion for Large Branching Factor Problems
PDFDepth-First Branch-and-Bound versus Local Search: A Case Study
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Student Abstracts
An ILP Method Based on Instance Graph
PDFDeriving and Using Abstract Representation in Behavior-Based Systems
PDFModel-Based-Diagnosis for Fault Management in Telecommunications Networks
PDFRepresentation and Evolution of Lego-Based Assemblies
PDFIntelligent Monitoring in a Robotic Assistant for the Elderly
PDFTowards Efficient Negotiation Mechanisms for Collaboration
PDFBehavior Acquisition and Classification: A Case Study in Robotic Soccer
PDFSmall-World Networks of Mobile Robots
PDFTowards Approximately Optimal Poker
PDFTeam-Aware Multirobot Strategy for Cooperative Path Clearing
PDFInterfacing Issues for Information Extraction
PDFClustering with Instance-Level Constraints
PDFLanguage Learning in Large Parameter Spaces
PDFCombining Classification and Temporal Learning
PDFA Semi-Complete Disambiguation Algorithm for Open Text
PDFAn Implementation of the Combinatorial Auction Problem in ECLiPSe
PDFProgramming Robot Behavior Primitives through Human Demonstration
PDFTracing Dependencies of Strategy Selections in Agent Design
PDFReinforcement Learning for Algorithm Selection
PDFSituation Awareness with the Limited Visual Attention
PDFIncremental and Distributed Learning with Support Vector Machines
PDFSystem that Identifies Writers
PDFUsing Anytime Planning for Centralized Coordination of Multiple Robots in Real-Time Dynamic Environments
PDFMURDOCH: Publish/Subscribe Task Allocation for Heterogeneous Agents
PDFDomain-Specific Knowledge Acquisition Using WordNet
PDFGraph Based Concept Learning
PDFAn Adaptive Planner Based on Learning of Planning Performance
PDFKnowledge Representation on the Internet: Achieving Interoperability in a Dynamic, Distributed Environment
PDFUsing Pattern Databases to Find Macro Operators
PDFAutonomous Multi-Agent Docking Using Color Segmentation
PDFOntology Integration in XML
PDFGraph-Based Hierarchical Conceptual Clustering in Structural Databases
PDFIdentifying Words to Explain to a Reader: A Preliminary Study
PDFAutomated Learning of Pricing and Bundling Strategies in Information Economies
PDFA Methodology for Modeling and Representing Expert Knowledge that Supports Teaching-Based Intelligent Agent Development
PDFMixed-Initiative Reasoning for Integrated Domain Modeling, Learning and Problem Solving
PDFHeterogeneous Neuron Models Based on Similarity
PDFSpeculative Execution for Information Agents
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SIGART/AAAI Doctoral Consortium
Online Ensemble Learning
PDFLearning Landmarks for Robot Localization
PDFRefining Inductive Bias in Unsupervised Learning via Constraints
PDFArtificial Intelligence-Based Computer Modeling Tools for Controlling Slag Foaming in Electric Furnaces
PDFHelping Children Learn Vocabulary during Computer Assisted Oral Reading
PDFAdaptive Learning Systems: A Model for Business Entrepreneurs to Implement IT
PDFAutomatic Generation of Memory Based Search Heuristics
PDFReasoning and Acting in Time
PDFOntology Integration in XML
PDFBelief Revision in a Deductively Open Belief Space
PDFSelective Sampling with Co-Testing: Preliminary Results
PDFGrounding State Representations in Sensory Experience for Reasoning and Planning by Mobile Robots
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Intelligent Systems Demos
Sensible Agents: Demonstration of Dynamic Adaptive Autonomy
PDFThe Systems Engineering Process Activities (SEPA) Methodology and Tool Suite
PDFQualitative Spatial Interpretation of Course-of-Action Diagrams
PDFTV Content Recommender System
PDFThe Chimaera Ontology Environment
PDFMatchmaking to Support Intelligent Agents for Portfolio Management
PDFAdaptive User Interfaces through Dynamic Design Automation
PDFUser Interface Softbots
PDFO-Plan: A Web-Based AI Planning Agent
PDFCustomer Coalitions in the Electronic Marketplace
PDFNon-Axiomatic Reasoning System (Version 4.1)
PDFUntangle: A New Ontology for Card Catalog Systems
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