Kadir Amasyali

15 papers C 1Journal 2Unranked 12
YearRankTypeTitle / 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