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DeepMind’s ‘Expert-Aware’ Data Augmentation Technique Enables Data-Efficient Learning from Parametric Experts

Behaviour cloning is a flexible class of approaches employed in control or reinforcement learning (RL) settings for transferring behaviours from expert demonstrations — such as those obtained via a human teleoperating the relevant system directly — to a learned student policy. Behavioural cloning however…

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