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Deep Symbolic Learning for Temporal Rules. Official repository for the paper "Learning Minimal Symbolic Representations and Temporal Rules from Visual Sequences", Umili and Capobianco 2025.

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KRLGroup/DeepSymbolicLearning4TemporalRules

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DeepSymbolicLearning4TemporalRules

How to reproduce the experiments in the paper

  1. MNIST experiment:
    • run the script experiments_MNIST.py
  2. Minecraft experiment:
    • download the dataset from goole drive
    • unzip it
    • run the script experiments_Minecraft.py

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Deep Symbolic Learning for Temporal Rules. Official repository for the paper "Learning Minimal Symbolic Representations and Temporal Rules from Visual Sequences", Umili and Capobianco 2025.

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