ITERATIVE POLICY-GUIDED PROGRAM SYNTHESIS

    公开(公告)号:US20250103305A1

    公开(公告)日:2025-03-27

    申请号:US18538895

    申请日:2023-12-13

    Abstract: Systems and techniques are described for providing iterative policy-guided program synthesis. For example, a device may generate, based on a policy that receives input-output data of one or more tasks as input, a first set of programs, add the first set of programs and the input-output data to the training dataset to generate an updated training dataset, train the policy based on the first set of programs and the input-output data to generate an updated policy, identify, based on the updated policy, a second set of programs for second input-output data for a second set of tasks, add the second set of programs and second input-output data to the updated training dataset to generate a second updated training dataset; and train the updated policy based on the second set of programs and the second input-output data to generate a second updated policy.

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