Kadir Amasyali

15 papers C 1Journal 2Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings. ISGT Kadir Amasyali, Yan Liu, Helia Zandi
2023	C	`conf`	Anomaly detection for MPC forecast in Fleet of Water Heaters. ICMLA Viswadeep Lebakula, Eve Tsybina, Kadir Amasyali, Justin M. Hill, Jeffrey Munk, Helia Zandi
2023	—	`conf`	Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings. ISGT Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
2023	—	`conf`	Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment. ISGT Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk
2022	J	`jnl`	A Data-Driven, Distributed Game-Theoretic Transactional Control Approach for Hierarchical Demand Response. IEEE Access Kadir Amasyali, Yang Chen, Mohammed M. Olama
2022	—	`conf`	Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control. BuildSys Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
2022	—	`conf`	Hierarchical Model-Free Transactive Control of Residential Building Loads: An Actual Deployment. ISGT Kadir Amasyali, Christopher Winstead, Yang Chen, Jeffrey Munk, Mohammed M. Olama, Justin M. Hill
2022	—	`conf`	Hierarchical Transactive Control of Flexible Building Loads Under Distribution LMP. ISGT Byungkwon Park, Kadir Amasyali, Yang Chen, Mohammed M. Olama
2021	—	`conf`	Comparative analysis of model-free and model-based HVAC control for residential demand response. BuildSys Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
2021	—	`conf`	Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater. ISGT Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk, Olivera Kotevska, Robert W. Smith
2021	—	`conf`	Gaussian Process Regression for Aggregate Baseline Load Forecasting. ANNSIM Kadir Amasyali, Mohammed M. Olama
2020	—	`conf`	A Machine Learning-based Approach to Predict the Aggregate Flexibility of HVAC Systems. ISGT Kadir Amasyali, Mohammed M. Olama, Aniruddha Perumalla
2020	—	`conf`	Genetic Algorithm for Demand Response: A Stackelberg Game Approach. SpringSim Kadir Amasyali, Mohammed M. Olama, Yang Chen
2020	J	`jnl`	Hierarchical Model-Free Transactional Control of Building Loads to Support Grid Services. IEEE Access Kadir Amasyali, Yang Chen, Bhagyashri Telsang, Mohammed M. Olama, Seddik M. Djouadi
2020	—	`conf`	Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control. IEEE BigData Olivera Kotevska, Jeffrey Munk, Kuldeep R. Kurte, Yan Du, Kadir Amasyali, Robert W. Smith, Helia Zandi