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

no code implementations • 17 May 2017 • 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 learning them in parallel.

Clustering Q-Learning