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#combinatorial-search News & Analysis

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

2 articles
AIBullisharXiv – CS AI · Jun 56/10
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DiG-Plan: Mitigating Early Commitment for Tool-Graph Planning via Diffusion Guidance

Researchers introduce DiG-Plan, a novel framework addressing the early commitment problem in tool-graph planning by combining diffusion-based proposal generation with autoregressive refinement. The approach improves solution coverage from 32% to 94.3% and delivers 10% relative gains over traditional autoregressive baselines on TaskBench benchmarks.

AINeutralarXiv – CS AI · Jun 26/10
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Efficient Test-time Inference for Generative Planning Models

Researchers introduce an optimized inference method for generative AI planning models that combines classical Open-Closed List search with learned generative and heuristic components. The approach demonstrates superior computational efficiency and solution quality compared to existing neurosymbolic and classical solvers across combinatorial planning domains.