A Relearning Approach to Reinforcement Learning for Control of Smart Buildings

Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas

This paper demonstrates that continual relearning of control policies using incremental deep reinforcement learning (RL) can improve policy learning for non-stationary processes. W…