CoRL 2026: Meta-Ctrl predicts robot plan failures before the LLM planner writes them

guyvdb · x · 2026-11-11

Meta-Ctrl, a CoRL 2026 Spotlight paper, uses exact inference (no sampling) to predict robot plan failures before the LLM task planner commits to them. On VirtualHome, Llama 3 8B outperforms GPT-5.5 and Claude Opus 4.8. Spotlight talk at 8:30 am, poster #104.

Related event: Meta-Ctrl Predicts Robot Plan Failures, Beating GPT-5.5(2 posts)→

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