World machine - Toy1D dataset

Version 1.0
Nascimento, Elton Cardoso do; Costa, Paula Dornhofer Paro, 2026, "World machine - Toy1D dataset", https://doi.org/10.25824/redu/58VG0P, Repositório de Dados de Pesquisa da Unicamp , V1
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Description
Toy1D is a synthetic dataset of one-dimensional time series. The series represents a damped physical system with external influences. We designed it for the study of computational world models, a computational system that makes predictions about the current and future state of a "world" based on the sensory data it receives, but inferring the internal structure of that world. It is designed to be simple, while requiring the ability to infer information about the signal to predict its future. (2025-12-04)
Subject Computer and Information Science
Keyword World model, Machine learning, Artificial intelligence
Related Publication NASCIMENTO, Elton Cardoso; COSTA, Paula Dornhofer Paro. World Machine (Software). 2026. doi: 10.25824/redu/2YNOHE
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