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// Link · 28 January 2026

Rewarding the Rare: How Uniqueness-Aware RL Fixes Exploration Collapse

LLMs aren’t bad at reasoning—they’re bad at exploring. Here’s how uniqueness-aware RL fixes exploration collapse by rewarding rare solutions.

Hacker Noon
@hacker-noon · hackernoon.com
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Hacker Noon@hacker-noon

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