NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL. - Khaled Nakhleh; Santosh Ganji; Ping-Chun Hsieh; I-Hong Hou; Srinivas Shakkottai (NeurIPS, 2021)

A Theory of Second-Order Wireless Network Optimization and Its Application on AoI. - Daojing Guo; Khaled Nakhleh; I-Hong Hou; Sastry Kompella; Clement Kam (INFOCOM, 2022)

DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs. - Khaled Nakhleh; I-Hong Hou (NeurIPS, 2022)

SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations. - Khaled Nakhleh; Minahil Raza; Mack Tang; Matthew Andrews; Rinu Boney; Ilija Hadzic; Jeongran Lee; Atefeh Mohajeri; Karina Palyutina (ICRA, 2023)

Simulation-Based Optimistic Policy Iteration For Multi-Agent MDPs with Kullback-Leibler Control Cost. - Khaled Nakhleh; Ceyhun Eksin; Sabit Ekin (CoRR, 2024)

AoI, Timely-Throughput, and Beyond: A Theory of Second-Order Wireless Network Optimization. - Daojing Guo; Khaled Nakhleh; I-Hong Hou; Sastry Kompella; Clement Kam (IEEE/ACM Trans. Netw., 2024)