Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents
Multimodal agents commonly generate freeform reasoning before each action. For small models, limited model capacity can result in lengthy reasoning that provides little useful guidance for action generation while incurring substantial inference cost. To address this challenge, we introduce Selectio…
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- 2026-10-15 00:00 · Apple Machine Learning Research
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents