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evolution-aware reinforcement learning

technology1 mentionslast seen Sep 21, 2026

RL approach for training models with verifiable rewards from test case execution.

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MetaEvolvedepends onevolution-aware reinforcement learning90% confidence1 source

evolution-aware reinforcement learning

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MetaEvolvedepends onevolution-aware reinforcement learning

90% confidence1 supporting mentions

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preprintarXivSep 17, 2026Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning
MetaEvolve, a framework designed to develop these meta-skills via a data synthesis pipeline, evolution-aware reinforcement learning (RL)