EPISODE · Jun 9, 2026 · 7 MIN

EP237: Look Around First

from Learning GenAI via SOTA Papers - Video · host Yun Wu

Title: MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent ReasoningSource: http://arxiv.org/abs/2605.13037v1Summary:MAP proposes a paradigm shift for interactive agents by establishing environmental understanding through structured cognitive mapping before task execution. This approach overcomes the epistemic bottlenecks and inefficient failure cycles inherent in traditional reactive, goal-conditioned stepwise planning.

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EP237: Look Around First

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