Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control. - Olivera Kotevska; Jeffrey Munk; Kuldeep R. Kurte; Yan Du; Kadir Amasyali; Robert W. Smith 004; Helia Zandi (IEEE BigData, 2020)

A Machine Learning-based Approach to Predict the Aggregate Flexibility of HVAC Systems. - Kadir Amasyali; Mohammed M. Olama; Aniruddha Perumalla (ISGT, 2020)

Genetic Algorithm for Demand Response: A Stackelberg Game Approach. - Kadir Amasyali; Mohammed M. Olama; Yang Chen 021 (SpringSim, 2020)

Hierarchical Model-Free Transactional Control of Building Loads to Support Grid Services. - Kadir Amasyali; Yang Chen 021; Bhagyashri Telsang; Mohammed M. Olama; Seddik M. Djouadi (IEEE Access, 2020)

Gaussian Process Regression for Aggregate Baseline Load Forecasting. - Kadir Amasyali; Mohammed M. Olama (ANNSIM, 2021)

Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater. - Kadir Amasyali; Kuldeep R. Kurte; Helia Zandi; Jeffrey Munk; Olivera Kotevska; Robert W. Smith 004 (ISGT, 2021)

Comparative analysis of model-free and model-based HVAC control for residential demand response. - Kuldeep R. Kurte; Kadir Amasyali; Jeffrey Munk; Helia Zandi (BuildSys, 2021)

Hierarchical Model-Free Transactive Control of Residential Building Loads: An Actual Deployment. - Kadir Amasyali; Christopher Winstead; Yang Chen 021; Jeffrey Munk; Mohammed M. Olama; Justin M. Hill (ISGT, 2022)

Hierarchical Transactive Control of Flexible Building Loads Under Distribution LMP. - Byungkwon Park; Kadir Amasyali; Yang Chen 021; Mohammed M. Olama (ISGT, 2022)

Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control. - Kuldeep R. Kurte; Kadir Amasyali; Jeffrey Munk; Helia Zandi (BuildSys, 2022)

A Data-Driven, Distributed Game-Theoretic Transactional Control Approach for Hierarchical Demand Response. - Kadir Amasyali; Yang Chen 021; Mohammed M. Olama (IEEE Access, 2022)

Anomaly detection for MPC forecast in Fleet of Water Heaters. - Viswadeep Lebakula; Eve Tsybina; Kadir Amasyali; Justin M. Hill; Jeffrey Munk; Helia Zandi (ICMLA, 2023)

Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment. - Kadir Amasyali; Kuldeep R. Kurte; Helia Zandi; Jeffrey Munk (ISGT, 2023)

Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings. - Kuldeep R. Kurte; Kadir Amasyali; Jeffrey Munk; Helia Zandi (ISGT, 2023)

A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings. - Kadir Amasyali; Yan Liu; Helia Zandi (ISGT, 2024)