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

Figure 5

Estimation of the underlying vector of preferences and the feedback parameters when there is feedback. The results are averaged over 100 independent trials. Two different configurations are simulated for the feedback as well as for the linear control parameters, for example, the fixed and random initial cases. For both scenarios, our estimation process converges to the true underlying processes.