Apprentissage par renforcement hors-ligne

Définition

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Français

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Anglais

Offline Reinforcement Learning

Offline RL

Offline RL is a paradigm that learns exclusively from static datasets of previously collected interactions, making it feasible to extract policies from large and diverse training datasets. Effective offline RL algorithms have a much wider range of applications than online RL, being particularly appealing for real-world applications such as education, healthcare, and robotics.

Source : arxiv

Source : arxiv