Hou, I-Hong
- NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL
2021/10/05 by Khaled Nakhleh, S R Seyyed Alizadeh Ganji, Nakhleh, Khaled +7 · 4 citations
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
- DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
2022/09/18 by Khaled Nakhleh, I-Hong Hou, Nakhleh, Khaled +1 · 2 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Contextual Restless Multi-Armed Bandits with Application to Demand Response Decision-Making
2024/03/22 by Chen, Xin, Hou, I-Hong · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- AoI, Timely-Throughput, and Beyond: A Theory of Second-Order Wireless Network Optimization
2024/07/22 by Daojing Guo, Khaled Nakhleh, Guo, Daojing +7 · 3 citations
Computer Science · Engineering · #Advanced Wireless Network Optimization #Age of Information Optimization #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Networks and Protocols
- A Non-Monetary Protocol for Peer-to-Peer Content Distribution in Wireless Broadcast Networks with Network Coding
2012/12/03 by I-Hong Hou, Hou, I-Hong, Yao Liu +3 · 1 citation
Computer Science · #Caching and Content Delivery #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Peer-to-Peer Network Technologies
- Deep Index Policy for Multi-Resource Restless Matching Bandit and Its Application in Multi-Channel Scheduling
2024/08/13 by Nida Zamir, I-Hong Hou, Zamir, Nida +1 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems
- Throughput-Optimal Scheduling for Multi-Hop Networked Transportation Systems With Switch-Over Delay
2017/01/15 by Ping-Chun Hsieh, Hsieh, Ping-Chun, Xi Liu +9 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Traffic control and management #Vehicular Ad Hoc Networks (VANETs)
- Age of Information for Single Buffer Systems with Vacation Server
2020/04/24 by Jin Xu, Xu, Jin, I-Hong Hou +3 · 1 citation
Computer Science · Engineering · Psychology · #Age of Information Optimization #Cognitive Functions and Memory #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #IoT Networks and Protocols #Optimization and Control (math.OC) #Performance (cs.PF) #Probability (math.PR)