DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs

18 September 2022

Papers citing "DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs"

6 / 6 papers shown

Title
Deep Index Policy for Multi-Resource Restless Matching Bandit and Its Application in Multi-Channel Scheduling Nida Zamir I-Hong Hou 17 0 0 13 Aug 2024
Tabular and Deep Reinforcement Learning for Gittins Index Harshit Dhankar Kshitij Mishra Tejas Bodas 25 0 0 02 May 2024
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints Shu-Fan Wang Guojun Xiong Jian Li 36 6 0 16 Dec 2023
Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation Guojun Xiong Jian Li 20 12 0 03 Oct 2023
Whittle Index based Q-Learning for Wireless Edge Caching with Linear Function Approximation Guojun Xiong Shu-Fan Wang Jian Li Rahul Singh 10 6 0 26 Feb 2022
NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL Khaled Nakhleh Santosh Ganji Ping-Chun Hsieh I.-Hong Hou S. Shakkottai 59 37 0 05 Oct 2021