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Google Research introduces PASTA, a reinforcement learning agent that refines text-to-image output over multiple interactions by learning user preferences. A novel user simulation technique enables this process. PASTA consistently produced more satisfying images than a baseline model. Google released a dataset of over 7,000 human rater interactions with PASTA.
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