Khaled Nakhleh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Long Run Average Cost

Bayesian Reinforcement Learning

Mobile Communications

Collision Avoidance

Top Venues

Publications

Daojing Guo, Khaled Nakhleh, I-Hong Hou, Sastry Kompella, Clement Kam
AoI, Timely-Throughput, and Beyond: A Theory of Second-Order Wireless Network Optimization. CoRR (2024)
Khaled Nakhleh, Minahil Raza, Mack Tang, Matthew Andrews, Rinu Boney, Ilija Hadzic, Jeongran Lee, Atefeh Mohajeri, Karina Palyutina
SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations. ICRA (2023)
Khaled Nakhleh, Minahil Raza, Mack Tang, Matthew Andrews, Rinu Boney, Ilija Hadzic, Jeongran Lee, Atefeh Mohajeri, Karina Palyutina
SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations. CoRR (2023)
Khaled Nakhleh, I-Hong Hou
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs. NeurIPS (2022)
Daojing Guo, Khaled Nakhleh, I-Hong Hou, Sastry Kompella, Clement Kam
A Theory of Second-Order Wireless Network Optimization and Its Application on AoI. CoRR (2022)
Khaled Nakhleh, I-Hong Hou
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs. CoRR (2022)
Daojing Guo, Khaled Nakhleh, I-Hong Hou, Sastry Kompella, Clement Kam
A Theory of Second-Order Wireless Network Optimization and Its Application on AoI. INFOCOM (2022)
Khaled Nakhleh, Santosh Ganji, Ping-Chun Hsieh, I-Hong Hou, Srinivas Shakkottai
NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL. NeurIPS (2021)
Khaled Nakhleh, Santosh Ganji, Ping-Chun Hsieh, I-Hong Hou, Srinivas Shakkottai
NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL. CoRR (2021)