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ENTITY Symmetries and Causality: Causal Effect Identification Beyond IID Data

Symmetries and Causality: Causal Effect Identification Beyond IID Data

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  1. RESEARCH · CL_235449 ·

    New research paper formalizes causal reasoning for complex ML tasks

    A new research paper proposes a formal mathematical framework for causal reasoning in machine learning, particularly for complex tasks like world-modeling in reinforcement learning. The approach leverages symmetries in …