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)

PDF Abstract

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.