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Causal Inference in NARS

  • Bowen Xu,
  • Pei Wang

摘要

Humans engage in causal inference almost every day, however, the term ‘causation’ is still quite ambiguous, and few AI systems provide a comprehensive and satisfactory solution to causal inference. In this paper, we adopt the primary meaning of causation, i.e., prediction, and argue that in different contexts other demands are attached to it. We describe the approach of causal inference in NARS and present some working examples, both at the sensorimotor and abstract levels. The theoretical and practical consequences are quite different from traditional AI approaches.