Contributor: Liangru Xiang

Reading list

survey/review/perspective paper book Encyclopedia


Optional - Causal Learning

Optional - Causal Perception

Optional - Causal Judgment

Optional - Perspective


  1. Is causality really different from covariation/association?
  2. Why is causal perception special? Is it part of cognition or similar to how we perceive the color?
  3. What is the role of time in causality? Literature seems to suggest that causality can help reconstruct the past events, predict the future by counterfactual, and tightly controlled by time duration and direction.
  4. How to build a computational model to capture the causal relation and causal structure?