Causal Entropy and Information Gain for Measuring Causal Control. - Francisco Nunes Ferreira Quialheiro Simoes; Mehdi Dastani; Thijs van Ommen (ECAI Workshops (1), 2023)

Fundamental Properties of Causal Entropy and Information Gain. - Francisco Nunes Ferreira Quialheiro Simoes; Mehdi Dastani; Thijs van Ommen (CLeaR, 2024)

Optimal Causal Representations and the Causal Information Bottleneck. - Francisco Nunes Ferreira Quialheiro Simoes; Mehdi Dastani; Thijs van Ommen (CoRR, 2024)

The Causal Information Bottleneck and Optimal Causal Variable Abstractions. - Francisco Nunes Ferreira Quialheiro Simoes; Mehdi Dastani; Thijs van Ommen (UAI, 2025)

The Minimal Search Space for Conditional Causal Bandits. - Francisco Nunes Ferreira Quialheiro Simoes; Itai Feigenbaum; Mehdi Dastani; Thijs van Ommen (CoRR, 2025)