AIBullisharXiv – CS AI · 9h ago6/10
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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.