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WTF?! Simulation-Free Reinforcement Learning with Wasserstein-Tilted Flow Maps

arXiv cs.LG ↗ · 2d ago Cached

The paper introduces Wasserstein-Tilted Flow Maps (WTF), a simulation-free reinforcement learning algorithm for fine-tuning flow-based generative models to enhance reward alignment, achieving higher rewards with up to 280x less compute than baselines.

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