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Khaled Nakhleh
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NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL
K Nakhleh, S Ganji, PC Hsieh, IH Hou, S Shakkottai
Neural Information Processing Systems (NeurIPS) 35, 2021
302021
SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations
K Nakhleh, M Raza, M Tang, M Andrews, R Boney, I Hadzic, J Lee, ...
2023 IEEE International Conference on Robotics and Automation (ICRA), 2023
52023
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
K Nakhleh, IH Hou
Neural Information Processing Systems (NeurIPS) 36, 2022
52022
A theory of Second-Order wireless network optimization and its application on AoI
D Guo, K Nakhleh, IH Hou, S Kompella, C Kam
IEEE Conference on Computer Communications (INFOCOM 2022), 2022
32022
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Articles 1–4