Kadir Amasyali

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Gaussian Process Regression

Reinforcement Learning

Top Venues

BuildSys@SenSys

Publications

Kadir Amasyali, Yan Liu, Helia Zandi
A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings. ISGT (2024)
Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings. ISGT (2023)
Viswadeep Lebakula, Eve Tsybina, Kadir Amasyali, Justin M. Hill, Jeffrey Munk, Helia Zandi
Anomaly detection for MPC forecast in Fleet of Water Heaters. ICMLA (2023)
Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk
Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment. ISGT (2023)
Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control. BuildSys@SenSys (2022)
Kadir Amasyali, Yang Chen, Mohammed M. Olama
A Data-Driven, Distributed Game-Theoretic Transactional Control Approach for Hierarchical Demand Response. IEEE Access 10 (2022)
Kadir Amasyali, Christopher Winstead, Yang Chen, Jeffrey Munk, Mohammed M. Olama, Justin M. Hill
Hierarchical Model-Free Transactive Control of Residential Building Loads: An Actual Deployment. ISGT (2022)
Byungkwon Park, Kadir Amasyali, Yang Chen, Mohammed M. Olama
Hierarchical Transactive Control of Flexible Building Loads Under Distribution LMP. ISGT (2022)
Kadir Amasyali, Mohammed M. Olama
Gaussian Process Regression for Aggregate Baseline Load Forecasting. ANNSIM (2021)
Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Comparative analysis of model-free and model-based HVAC control for residential demand response. BuildSys@SenSys (2021)
Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk, Olivera Kotevska, Robert W. Smith
Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater. ISGT (2021)
Kadir Amasyali, Yang Chen, Bhagyashri Telsang, Mohammed M. Olama, Seddik M. Djouadi
Hierarchical Model-Free Transactional Control of Building Loads to Support Grid Services. IEEE Access 8 (2020)
Kadir Amasyali, Mohammed M. Olama, Aniruddha Perumalla
A Machine Learning-based Approach to Predict the Aggregate Flexibility of HVAC Systems. ISGT (2020)
Kadir Amasyali, Mohammed M. Olama, Yang Chen
Genetic Algorithm for Demand Response: A Stackelberg Game Approach. SpringSim (2020)
Olivera Kotevska, Jeffrey Munk, Kuldeep R. Kurte, Yan Du, Kadir Amasyali, Robert W. Smith, Helia Zandi
Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control. IEEE BigData (2020)