Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control

Presents Synapse, a computer-control framework that uses trajectory exemplars plus memory retrieval to guide action selection on long multi-step tasks. Its main contribution is to show that state abstraction and exemplar retrieval can make prompting-based computer agents much more stable.

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