An Online Causal Inference Framework for Modeling and Designing Systems Involving User Preferences: A State-Space Approach

Figure 4

Estimation of the underlying preferences vector when there is no feedback. The results are averaged over 100 independent trials. Here, we have no feedback and parameters of both the state equation and the observation equation are unknown. The results are shown for two different noise variances for the EKF formulation.