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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Peter J. Bentley

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Book Open access Jul 2026

Automated PSO Configuration Framework via Deep Neural Networks and Function Landscape Descriptors

This work introduces Automated Deep-learning-based Particle Swarm Optimization (AD-PSO), a framework that highly automates PSO configuration and execution and features a modular design, incorporating diverse PSO variants as interchangeable components.

Yutong Zou, Peter J. Bentley · 0 citations
Book Open access Jul 2026

Should I Overtake? Cue Learning using Evolution for Accurate Recognition of Safe Autonomous Vehicle Maneuvers

This work creates a novel open-source symbolic traffic model EvoDrive designed specifically for EC research, which outputs LLM-readable snapshots and shows that LLMs + EvoDrive with CLEAR can reduce error by more than 20% compared to without CLEAR, with statistically significant results.

Peter J. Bentley, S. Lim, Fuyuki Ishikawa et al. · 0 citations

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