papers
Publications (3)
cs.LG2026
A Counterfactual Analysis of the Dishonest Casino
Martin Haugh, Raghav Singal
The dishonest casino is a well-known hidden Markov model (HMM) often used in education to introduce HMMs and graphical models. A sequence of die rolls is observed with the casino s…
cs.LG2023
Counterfactual Analysis in Dynamic Latent State Models
Martin Haugh, Raghav Singal
We provide an optimization-based framework to perform counterfactual analysis in a dynamic model with hidden states. Our framework is grounded in the ``abduction, action, and predi…
cs.GT2015
Information Relaxations and Dynamic Zero-Sum Games
Martin Haugh, Chun Wang
Dynamic zero-sum games are an important class of problems with applications ranging from evasion-pursuit and heads-up poker to certain adversarial versions of control problems such…