Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning

Parvin Malekzadeh, Ming Hou, Konstantinos N. Plataniotis

Sample efficiency is central to developing practical reinforcement learning (RL) for complex and large-scale decision-making problems. The ability to transfer and generalize knowle…