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Jin Tian received funding for an NSF project entitled, "EAGER: RI: Causal Decision-Making." The project duration is one year with the intended award amount of $75,000 to Iowa State University.

The project by Prof. Jin Tian seeks to develop a sound and general causal inference framework for decision-making of intelligent systems, including (1) learning a causal representation of the data-generating environment (learning), (2) performing efficient inference leveraging the learned model (planning/inference), and (3) using the inferred representation to decide how to act next (decision-making).