Advanced control framework of regenerative electric heating with renewable energy based on multi-agent cooperation

Deep Reinforcement Learning with Double Q-Learning

Hado van Hasselt, Arthur Guez, David Silver · 2016 · 6K citations · Full text

Computing, Computer Science, Algorithms +11

Dueling Network Architectures for Deep Reinforcement Learning

Ziyu Wang, Tom Schaul, Matteo Hessel et al. · arXiv (Cornell University) · 2015 · 1.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities

Gianluca Serale, Massimo Fiorentini, Alfonso Capozzoli et al. · Energies · 2018 · 608 citations · Full text

Engineering, Architectural Engineering, Building Science +17

Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward

Peter Sunehag, Guy Lever, Audrūnas Gruslys et al. · 2018 · 540 citations

Computing, Computer Science, Decentralization +14

Reinforcement learning for building controls: The opportunities and challenges

Zhe Wang, Tianzhen Hong · Applied Energy · 2020 · 529 citations · Full text

Architecture, Building Science, Markov Decision Processes +9