Sami Khairy

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Markov Decision Process

Reinforcement Learning

Top Venues

IEEE Internet Things J.

Publications

Yixuan Sun, Sami Khairy, Richard B. Vilim, Rui Hu, Akshay J. Dave
A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants. CoRR (2024)
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. MMSys (2024)
Sami Khairy, Prasanna Balaprakash
Multi-fidelity reinforcement learning with control variates. Neurocomputing 597 (2024)
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. CoRR (2024)
Yixuan Sun, Sami Khairy, Richard B. Vilim, Rui Hu, Akshay J. Dave
A safe reinforcement learning algorithm for supervisory control of power plants. Knowl. Based Syst. 301 (2024)
Sami Khairy, Prasanna Balaprakash
Multi-Fidelity Reinforcement Learning with Control Variates. ESANN (2023)
Aashish Gottipati, Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler
Real-time Bandwidth Estimation from Offline Expert Demonstrations. CoRR (2023)
Sami Khairy, Prasanna Balaprakash
Multifidelity Reinforcement Learning with Control Variates. CoRR (2022)
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor
Data-Driven Random Access Optimization in Multi-Cell IoT Networks Using NOMA. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Lucas Slattery, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Sami Khairy, Stefan M. Wild
Numerical evidence against advantage with quantum fidelity kernels on classical data. CoRR (2022)
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA. IEEE J. Sel. Areas Commun. 39 (4) (2021)
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor
Learning-Based Distributed Random Access for Multi-Cell IoT Networks with NOMA. CoRR (2021)
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV based Random Access IoT Networks with NOMA. CoRR (2020)
Mengqi Han, Jianli Duan, Sami Khairy, Lin X. Cai
Enabling Sustainable Underwater IoT Networks With Energy Harvesting: A Decentralized Reinforcement Learning Approach. IEEE Internet Things J. 7 (10) (2020)
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang
Reinforcement Learning for Efficient and Fair Coexistence Between LTE-LAA and Wi-Fi. IEEE Trans. Veh. Technol. 69 (8) (2020)
Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems. AAAI (2020)
Ziru Chen, Yong Liu, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang
Optimizing Non-Orthogonal Multiple Access in Random Access Networks. CoRR (2020)
Mengqi Han, Luis Arocas Del Castillo, Sami Khairy, Xuehan Chen, Lin X. Cai, Bin Lin, Fen Hou
Multi-agent Reinforcement Learning for Green Energy Powered IoT Networks with Random Access. VTC Fall (2020)
Sami Khairy, Prasanna Balaprakash, Lin X. Cai
A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes. CoRR (2020)
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou
Capacity Analysis of Opportunistic Channel Bonding Over Multi-Channel WLANs Under Unsaturated Traffic. IEEE Trans. Commun. 68 (3) (2020)
Ziru Chen, Yong Liu, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang
Optimizing Non-Orthogonal Multiple Access in Random Access Networks. VTC Spring (2020)
Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash
Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems. CoRR (2019)
Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng
Sustainable Wireless IoT Networks With RF Energy Charging Over Wi-Fi (CoWiFi). IEEE Internet Things J. 6 (6) (2019)
Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems. CoRR (2019)
Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han
A Renewal Theory Based Analytical Model for Multi-Channel Random Access in IEEE 802.11ac/ax. IEEE Trans. Mob. Comput. 18 (5) (2019)
Mengqi Han, Sami Khairy, Zhao Chen, Lin X. Cai, Yu Cheng
A Performance Comparison of LBE Based Coexistence Protocols for LAA and Wi-Fi. ICC (2018)
Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han
Enabling efficient multi-channel bonding for IEEE 802.11ac WLANs. ICC (2017)
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou
Performance Analysis of Video Services over WLANs with Channel Bonding. VTC Fall (2017)
Sami Khairy, Lin X. Cai, Yu Cheng, Zhu Han, Hangguan Shan
A Hybrid-LBT MAC with Adaptive Sleep for LTE LAA Coexisting with Wi-Fi over Unlicensed Band. GLOBECOM (2017)
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng
Performance Analysis of Opportunistic Channel Bonding in Multi-Channel WLANs. GLOBECOM (2016)