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#automated-planning News & Analysis

2 articles tagged with #automated-planning. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Apr 146/10
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Explainable Planning for Hybrid Systems

A new thesis examines explainable AI planning (XAIP) for hybrid systems, addressing the critical challenge of making autonomous planning decisions interpretable in safety-critical applications. As AI automation expands into domains like autonomous vehicles, energy grids, and healthcare, the ability to explain system reasoning becomes essential for trust and regulatory compliance.

AIBullisharXiv – CS AI · Mar 115/10
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GenePlan: Evolving Better Generalized PDDL Plans using Large Language Models

Researchers present GenePlan, a framework that uses large language models with evolutionary algorithms to generate domain-specific planners for classical planning tasks in PDDL. The system achieved a 0.91 SAT score across eight benchmark domains, nearly matching state-of-the-art performance while significantly outperforming other LLM-based approaches.

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