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Tests show that the reward has a small effect on LLM agents

In tests on 6 models, a flipped, random or removed reward gives almost the same improvement curve.

Claimed, not confirmed

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Sources

  1. Do LLMs Learn from Rewards in Context? : Rethinking the role of reward in In-Context Reinforcement Learningarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·9 OCT2026

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