HOUDINI: Lifelong Learning as Program Synthesis

NeurIPS 2018 Lazar ValkovDipak ChaudhariAkash SrivastavaCharles SuttonSwarat Chaudhuri

We present a neurosymbolic framework for the lifelong learning of algorithmic tasks that mix perception and procedural reasoning. Reusing high-level concepts across domains and learning complex procedures are key challenges in lifelong learning... (read more)

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