A transformer pretrained on 100 cellular automaton rules forecasts unseen rules at 98.5% one-step accuracy and infers new rules with up to 96% functional accuracy.
Kier, Paul G
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AutomataGPT: Forecasting and Ruleset Inference for Two-Dimensional Cellular Automata
A transformer pretrained on 100 cellular automaton rules forecasts unseen rules at 98.5% one-step accuracy and infers new rules with up to 96% functional accuracy.