Combining Model-Free Q-Ensembles and Model-Based Approaches for Informed Exploration

Sreecharan Sankaranarayanan, Raghuram Mandyam Annasamy, Katia Sycara +1

Q-Ensembles are a model-free approach where input images are fed into different Q-networks and exploration is driven by the assumption that uncertainty is proportional to the varia…