Book One
Agents and Multi-Agent Systems
Performance Bounded Reinforcement Learning in Strategic Interactions
PDFSearching for Stable Mechanisms: Automated Design for Imperfect Players
PDFAffective Recruitment of Distributed Heterogeneous Agents
PDFVisibility-Based Pursuit-Evasion with Limited Field of View
PDFTask Allocation via Self-Organizing Swarm Coalitions in Distributed Mobile Sensor Network
PDFGROWRANGE: Anytime VCG-Based Mechanisms
PDFUseful Roles of Emotions in Artificial Agents: A Case Study from Artificial Life
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Automated Reasoning
Using Performance Profile Trees to Improve Deliberation Control
PDFOn Odd and Even Cycles in Normal Logic Programs
PDFLogic Programs with Abstract Constraint Atoms
PDFAdding Time and Intervals to Procedural and Hierarchical Control Specifications
PDFModel Checking Temporal Logics of Knowledge in Distributed Systems
PDFIdentifying Linear Causal Effects
PDFLow-Knowledge Algorithm Control
PDFImplementing a Generalized Version of Resolution
PDFSAT-Based Answer Set Programming
PDFA Polynomial-Time Algorithm for Simple Temporal Problems with Piecewise Constant Domain Preference Functions
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Complexity
Constraint Satisfaction and Satisfiability
Tractable Tree Convex Constraint Networks
PDFHiding Satisfying Assignments: Two Are Better than One
PDFModeling Choices in Quasigroup Completion: SAT Versus CSP
PDFLeap Before You Look: An Effective Strategy in an Oversubscribed Scheduling Problem
PDFDomain Transmutation in Constraint Satisfaction Problems
PDFCollapsibility and Consistency in Quantified Constraint Satisfaction
PDFComplete Local Search for Propositional Satisfiability
PDFQUICKXPLAIN: Preferred Explanations and Relaxations for Over-Constrained Problems
PDFMAX-2-SAT: How Good Is Tabu Search in the Worst-Case?
PDFThe Practice of Approximated Consistency for Knapsack Constraints
PDFStudy of Lower Bound Functions for MAX-2-SAT
PDFAdditive versus Multiplicative Clause Weighting for SAT
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Game Theory and Economic Models
Eliciting Bid Taker Non-price Preferences in (Combinatorial) Auctions
PDFCombinatorial Auctions with Structured Item Graphs
PDFComputing Shapley Values, Manipulating Value Division Schemes, and Checking Core Membership in Multi-Issue Domains
PDFLearning Social Preferences in Games
PDFMethods for Boosting Revenue in Combinatorial Auctions
PDFUsing Contracts to Influence the Outcome of a Game
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Knowledge Representation and Reasoning
Scaling Up Reasoning about Actions Using Relational Database Technology
PDFConservative Belief Revision
PDFMereological Semantics for Bio-Ontologies
PDFCASEE: A Hierarchical Event Representation for the Analysis of Videos
PDFMaking Argumentation More Believable
PDFTowards Higher Impact Argumentation
PDFLoop Formulas for Circumscription
PDFAn Instance-Based State Representation for Network Repair
PDFLogical Foundations of Negotiation: Outcome, Concession, and Adaptation
PDFRepeated Observation Models
PDFEncoding Probabilistic Causal Model in Probabilistic Action Language
PDFEvaluating Ontology Cleaning
PDFNegotiation as Mutual Belief Revision
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Learning
Hierarchical Hidden Markov Models with General State Hierarchy
PDFAn Ensemble Technique for Stable Learners with Performance Bounds
PDFOn the Optimality of Probability Estimation by Random Decision Trees
PDFFibring Neural Networks
PDFLearning and Inferring Transportation Routines
PDFLearning and Applying Competitive Strategies
PDFBayesian Network Classifiers Versus k-NN Classifier Using Sequential Feature Selection
PDFOnline Parallel Boosting
PDFBayesian Inference on Principal Component Analysis Using Reversible Jump Markov Chain Monte Carlo
PDFError Detection and Impact-Sensitive Instance Ranking in Noisy Datasets
PDFNatural Language Processing and Information Extraction Comparing Cognitive and Computational Models of Narrative Structure
PDFMethods for Domain-Independent Information Extraction from the Web: An Experimental Comparison
PDFInterpreting Loosely Encoded Questions
PDFLearning Indexing Patterns from One Language for the Benefit of Others
PDFInteractive Information Extraction with Constrained Conditional Random Fields
PDFIdentification and Tracing of Ambiguous Names: Discriminative and Generative Approaches
PDFText Classification by Labeling Words
PDFOn the Relationship between Lexical Semantics and Syntax for the Inference of Context-Free Grammars
PDFDistributed Representation of Syntactic Structure by Tensor Product Representation and Non-Linear Compression
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Perception
On the Integration of Grounding Language and Learning Objects
PDFAutomatically Transforming Symbolic Shape Descriptions for Use in Sketch Recognition
PDFLarge-Scale Map-Making
PDFA Multi-Resolution Pyramid for Outdoor Robot Terrain Perception
PDFSelf-Organizing Visual Maps
PDFReconstruction of 3D Models from Intensity Images and Partial Depth
PDFPerceptually Based Learning of Shape Descriptions for Sketch Recognition
PDFRapid Object Recognition from Discriminative Regions of Interest
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Planning and Scheduling
High-Level Goal Recognition in a Wireless LAN
PDFGenerating Safe Assumption-Based Plans for Partially Observable, Nondeterministic Domains
PDFRegrets Only! Online Stochastic Optimization under Time Constraints
PDFAssessing the Complexity of Plan Recognition
PDFForward-Chaining Planning in Nondeterministic Domains
PDFTransport Logistics Planning with Service-Level Constraints
PDFDistance Estimates for Planning in the Discrete Belief Space
PDFContinuous Time in a SAT-Based Planner
PDFAnalogical Path Planning
PDFAn Effective Algorithm for Project Scheduling with Arbitrary Temporal Constraints
PDFShortest Path Discovery Problems: A Framework, Algorithms and Experimental Results
PDFRegression with Respect to Sensing Actions and Partial States
PDFEffective Approaches for Partial Satisfaction (Over-Subscription) Planning
PDFBranching and Pruning: An Optimal Temporal POCL Planner Based on Constraint Programming
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Qualitative Modeling
Robotics
Skill Acquisition and Use for a Dynamically-Balancing Soccer Robot
PDFCommon Sense Data Acquisition for Indoor Mobile Robots
PDFMachine Learning for Fast Quadrupedal Locomotion
PDFInterleaving Temporal Planning and Execution in Robotics Domains
PDFReinforcement Learning for CPG-Driven Biped Robot
PDFAdvice Generation from Observed Execution: Abstract Markov Decision Process Learning
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Search
Compressing Pattern Databases
PDFA General Solution to the Graph History Interaction Problem
PDFBest-First Frontier Search with Delayed Duplicate Detection
PDFTemperature Discovery Search
PDFSimple Search Methods for Finding a Nash Equilibrium
PDFTowards Efficient Sampling: Exploiting Random Walk Strategies
PDFSpace-Efficient Memory-Based Heuristics
PDFStructured Duplicate Detection in External-Memory Graph Search
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Uncertainty
Dynamic Programming for Partially Observable Stochastic Games
PDFSolving Concurrent Markov Decision Processes
PDFLow-cost Addition of Preferences to DTPs and TCSPs
PDFmCP Nets: Representing and Reasoning with Preferences of Multiple Agents
PDFExtending CP-Nets with Stronger Conditional Preference Statements
PDFSolving Generalized Semi-Markov Decision Processes Using Continuous Phase-Type Distributions
PDFStochastic Local Search for POMDP Controllers
PDFA Computational Study of the Kemeny Rule for Preference Aggregation
PDFPROBCONS: Probabilistic Consistency-Based Multiple Alignment of Amino Acid Sequences
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User Modeling
Student Abstracts
A Bayes Net Approach to Argumentation
PDFIdentifying an Object that is Perceptually Indistinguishable from One Previously Perceived
PDFEvaluating Consistency Algorithms for Temporal Metric Constraints
PDFMixed-Initiative Workflow Composition
PDFMobile Agent-Based Search for Service Discovery on Dynamic Peer-to-Peer Networks
PDFFinding Redundant Constraints for FSM Minimization
PDFA Correspondence Metric for Imitation
PDFFuzzy Induction in Dynamic User Profiling for Information Filtering
PDFSemantically Guiding a First-Order Theorem Prover with a Soft Model
PDFMetrics for Finite Markov Decision Processes
PDFRobust Solutions for Constraint Satisfaction and Optimization
PDFGeneration of Emotional Behavior for Non-Player Characters — Development of EmoBot for Quake II
PDFKnowledge State Reconsideration: Hindsight Belief Revision
PDFUtilizing Internal State in Multi-Robot Coordination Tasks
PDFGenerating “Random” 3-SAT Instances with Specific Solution Space Structure
PDFOccam’s Razor and a Non-Syntactic Measure of Decision Tree Complexity
PDFDiscriminating Among Word Meanings by Identifying Similar Contexts
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SIGART/AAAI Doctoral Consortium
Semi-Supervised Clustering with Limited Background Knowledge
PDFLearnable Similarity Functions and their Applications to Clustering and Record Linkage
PDFFlexible Decision-Making in Sequential Auctions
PDFA Framework for Optimal Sequential Planning in Multiagent Settings
PDFUser-Sensitive Text Summarization
PDFConnecting Cognitive and Physical Worlds with Dynamic Cost Function Definition
PDFInteresting Instance Discovery in Multi-Relational Data
PDFAdaptive Algorithms for Routing and Traffic Engineering in Stochastic Networks
PDFInducing Constraint-Based Grammars using a Domain Ontology
PDFCapturing User Intent for Information Retrieval
PDFA Metric for the Evaluation of Imitation
PDFPlanning and Verification for Stochastic Processes with Asynchronous Events
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Intelligent Systems Demonstrations
Visual Odometry Using Commodity Optical Flow
PDFEngineering Open Multi-Agent Systems as Electronic Institutions
PDFiBundler: An Agent-Based Decision Support Service for Combinatorial Negotiations
PDFDomain-Independent Reason-Enhanced Controller for Task-ORiented Systems — DIRECTOR
PDFAgent-Based Modeling with Social Networks for Terrorist Recruitment
PDFMobile Emergency Triage Support System
PDFCMRadar: A Personal Assistant Agent for Calendar Management
PDFCentibots: Very Large Scale Distributed Robotic Teams
PDFWordNet::Similarity — Measuring the Relatedness of Concepts
PDFPRECISE on ATIS: Semantic Tractability and Experimental Results
PDFSEM-Ether: Semantic Web Based Pervasive Computing Framework — Integrating Web, Devices and People
PDFSenseClusters — Finding Clusters that Represent Word Senses
PDFCAMEO: Modeling Human Activity in Formal Meeting Situations
PDFA Robotic Model of Human Reference Resolution
PDFSCoT: A Spoken Conversational Tutor
PDFIntelligent Agents for Coalition Search and Rescue Task Support
PDFThe Autonomous Sciencecraft Experiment Onboard the EO-1 Spacecraft
PDFOnline Semantic Extraction by Backpropagation Neural Network with Various Syntactic Structure Representations
PDFResponsive Information Architect: A Context-Sensitive Multimedia Conversation Framework for Information Seeking
PDFIndex
PDFIntelligent Systems Demonstration: The Secure Wireless Agent Testbed (SWAT)
PDFMulti-Agent System Development: Design, Runtime, and Analysis
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