One research decision, one action: redefining the unit of learning in MIRA

anirudhg9119 · x · 2026-10-14

The thread explains how the decomposition defines the unit of learning: one research decision = one action; the full investigation it launches = one transition. Credit can then be assigned to the choice of investigation instead of optimizing the thousands of execution tokens that follow.

Related event: MIRA-AC: Training Autoresearch Agents with Proxy Feedback and Credit Assignment(14 posts)→

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