IEEE

Decomposed-Critic Multi-Agent Deep Reinforcement Learning for Multi-Zone HVAC Control

Abstract: Deep Reinforcement Learning (DRL) has proven to be highly effective in improving the energy efficiency of Heating, Ventilation, and Air Conditioning (HVAC) systems. However, in multi-zone ...
IEEE

Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects

Abstract: Connected and automated vehicles (CAVs) have emerged as a potential solution to the future challenges of developing safe, efficient, and eco-friendly transportation systems. However, CAV ...