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Gang-Hun Lee

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#machine learning Preprint Oct 2026

Reward Inflation: A Healthy Stimulus for Reinforcement Learning

Reward serves as the primary learning signal in reinforcement learning (RL). However, while reward magnitudes are typically held fixed throughout training, their temporal modulation remains underexplored. In this paper, we propose reward inflation, a gradual scaling of rewards over the course of training, and show that...

Gang-Hun Lee, Minji Kim, Min-Su Lee et al. · 0 citations