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This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Agents and Artificial Intelligence, ICAART 2015, held in Lisbon, Portugal, in January 2015.The 18 revised full papers presented in this book were carefullyreviewed and selected from 187 submissions. The papers are organized in twotopical sections on agents and on artificial intelligence and focus on multi-agentsystems and software platforms; distributed problem solving and distributed AIin general; knowledge representation; planning; learning; scheduling; perception;reactive AI systems; and evolutionary computing.
List of contents
AHybrid POMDP-BDI Agent Architecture with Online Stochastic Planning and Desireswith Changing Intensity Levels.- Dynamic JChoc: A Distributed ConstraintsReasoning Platform for Dynamically Changing Environments.- Stream X-Machinesfor Agent Simulation Test Case Generation.- Building Self-adaptive Systems byAdaptation Patterns Integrated into Agent Methodologies.- A Logic for Reasoningabout Decision-Theoretic Projections.- Identifying Critical Positions based onConspiracy Numbers.- Infinite Horizon Multi-Armed Bandits with Reward Vectors:Exploration / Exploitation Trade-off.- Solving PCSPs using Genetic AlgorithmsGuided by Structural Knowledge.- Activity Recognition for Dogs based onTime-series Data Analysis.- Machine Breakdown Recovery in Production Schedulingwith Simple Temporal Constraints.- From Information Assistance to CognitiveAutomation: A Smart Assembly Use Case.- A Heuristic for Constrained SetPartitioning in the Light of Heterogeneous Objectives.- Using ProcessCalculifor Plan Verification in Multiagent Planning.- Speeding Up Planning inMultiagent Settings using CPU-GPU Architectures.- LS2C - A Platform for NormControlled Social Computers.- Construction of a Planar PLCA Expression: AQualitative Treatment of Spatial Data.- Offline Norm Evolution.- Parsing withPartially Known Grammar.
Summary
This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Agents and Artificial Intelligence, ICAART 2015, held in Lisbon, Portugal, in January 2015.The 18 revised full papers presented in this book were carefully
reviewed and selected from 187 submissions. The papers are organized in two
topical sections on agents and on artificial intelligence and focus on multi-agent
systems and software platforms; distributed problem solving and distributed AI
in general; knowledge representation; planning; learning; scheduling; perception;
reactive AI systems; and evolutionary computing.
