Leveraging Language to Learn Program Abstractions and Search Heuristics

           Catherine Wong 1 Kevin Ellis 2 Joshua B. Tenenbaum 1 3 Jacob Andreas 1

            Abstract                 models using natural language supervision. In LAPS, lan-
   Inductive program synthesis, or inferring pro-       guage guides learning of both libraries of reusable program
   grams from examples of desired behavior, offers       abstractions and heuristics for searching in the space of
   a general paradi ...