Full Description
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.
Contents
A
Hybrid POMDP-BDI Agent Architecture with Online Stochastic Planning and Desires
with Changing Intensity Levels.- Dynamic JChoc: A Distributed Constraints
Reasoning Platform for Dynamically Changing Environments.- Stream X-Machines
for Agent Simulation Test Case Generation.- Building Self-adaptive Systems by
Adaptation Patterns Integrated into Agent Methodologies.- A Logic for Reasoning
about Decision-Theoretic Projections.- Identifying Critical Positions based on
Conspiracy Numbers.- Infinite Horizon Multi-Armed Bandits with Reward Vectors:
Exploration / Exploitation Trade-off.- Solving PCSPs using Genetic Algorithms
Guided by Structural Knowledge.- Activity Recognition for Dogs based on
Time-series Data Analysis.- Machine Breakdown Recovery in Production Scheduling
with Simple Temporal Constraints.- From Information Assistance to Cognitive
Automation: A Smart Assembly Use Case.- A Heuristic for Constrained Set
Partitioning in the Light of Heterogeneous Objectives.- Using ProcessCalculi
for Plan Verification in Multiagent Planning.- Speeding Up Planning in
Multiagent Settings using CPU-GPU Architectures.- LS2C - A Platform for Norm
Controlled Social Computers.- Construction of a Planar PLCA Expression: A
Qualitative Treatment of Spatial Data.- Offline Norm Evolution.- Parsing with
Partially Known Grammar.
