Research Notes

Notes on my work and other AI related topics in accessible language (sort of a personal blog)

Causal AI

Machine Learning

Code

Research Notes

A small simulation showing how the underlying causal structure can improve robustness when the data distribution changes.

Causal AI

Causal Inference

Why useful AI systems increasingly need models of intervention, not only association.

Agent-Based Modelling

Causal Discovery

Simulation

A research direction for learning probabilistic agent behavior from observational data.

Bayesian Inference

Policy Simulation

Uncertainty

Policy simulation should report distributions over outcomes, not only a single simulated future.