Find the Causal Relationship and Intervention Method
Find the Causal Relationship and Intervention Method
Prediction & Optimization
Causal Reinforcement Learning and Chinese Metaphysical,Ethical and Philosophical Analysis
Research structure
Causal Discovery
A data-driven approach to identifying causal relationships between variables.
Causal Inference
A process of determing whether a change in one variable causes a change in another.
Counterfactual Simulation
A process of modeling what would have happened if certain conditions had been different.
Intervention Experiments
A scientific approach to establishing causality by deliberately manipulating a variable and observing its effect on an outcomes.
Feedback & Optimization
The core principles in science, engineering, business, and AI that involve collecting data, analyzing performance, and making adjustments to improve outcomes.