Mubeen Ahmed Fayyaz

Analysis of Meta-Reinforcement Learning on Transfer Learning for HVAC Control

Deploying reinforcement learning (RL) agents for heating, ventilation, and air-conditioning (HVAC) control across climatically diverse buildings is challenging, as policies trained in one climate often fail to generalize to others. We investigate transfer and meta-reinforcement learning for building climate control usi...