Learning to Plan Optimistically: Uncertainty-Guided Deep Exploration via Latent Model Ensembles

Tim Seyde, Wilko Schwarting, Sertac Karaman +1

Learning complex robot behaviors through interaction requires structured exploration. Planning should target interactions with the potential to optimize long-term performance, whil…