Dejavu augments frozen VLA policies with an Experience Feedback Network that retrieves relevant past trajectories and uses RL-trained semantic similarity rewards to enable post-deployment adaptation in embodied tasks.
In-context reinforcement learning with retrieval- augmented generation for text-to-SQL
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Dejavu: Towards Experience Feedback Learning for Embodied Intelligence
Dejavu augments frozen VLA policies with an Experience Feedback Network that retrieves relevant past trajectories and uses RL-trained semantic similarity rewards to enable post-deployment adaptation in embodied tasks.