12 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Counterfactual Shapley Credit Assignment
Mingxuan Li, Kai-Zhan Lee, Elias Bareinboim
The Credit Assignment Problem (CAP) is fundamental to developing efficient and explainable Reinforcement Learning (RL) agents. Existing frameworks, whether relying on temporal cont…
cs.LG2021★ 12 cited
The Causal-Neural Connection: Expressiveness, Learnability, and Inference
Kevin Xia, Kai-Zhan Lee, Yoshua Bengio +1
One of the central elements of any causal inference is an object called structural causal model (SCM), which represents a collection of mechanisms and exogenous sources of random v…