Identification and Off-Policy Learning of Multiple Objectives Using Adaptive Clustering

Thommen George Karimpanal, Erik Wilhelm

In this work, we present a methodology that enables an agent to make efficient use of its exploratory actions by autonomously identifying possible objectives in its environment and…