Shinn et al. present Reflexion
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Presented Reflexion — reflects in language on failed trajectories, stores the reflections in memory and retries
Why it matters
The lineage of verbal reinforcement learning without weight updates. The v1 title was an autonomous agent with dynamic memory and self-reflection
Source — Primary sources first; secondary reports are labelled “Press”
Paperarxiv.orghttps://arxiv.org/abs/2303.11366Added in Week 35, 2026 · See that week
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