Reproduce “Ceci n'est pas une pipe -- Toward a Symbolic Solver for the Abstraction and Reasoning Corpus Using Evolutionary Computation” on OpenResearch
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About this paper
Luca Favole, Giorgio Mongardi, Giovanni Squillero, Alberto Tonda
FairlySymbolic jointly evolves a grid parser, symbolic program, and output projector to solve few-example colored-grid puzzles. It represents scenes as graphs and scores imperfect predictions using object and pixel differences. At pass@2 with 3,840 seconds per task, it solved 110 of 400 ARC-AGI-1 public tasks, but only 3 of 120 ARC-AGI-2 public tasks.
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