Proximal Policy Optimization-Based Transmit Beamforming and Phase-Shift Design in an IRS-Aided ISAC System for the THz Band

Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning

(2021) Tianyi Chen et al.   IEEE Transactions on Control of Network Systems

Deep Reinforcement Learning Based Intelligent Reflecting Surface Optimization for MISO Communication Systems

(2020) Keming Feng et al.   IEEE Wireless Communications Letters

Joint Radar and Communication Design: Applications, State-of-the-Art, and the Road Ahead

(2020) Fan Liu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Power Control Based on Deep Reinforcement Learning for Spectrum Sharing

(2020) Haijun Zhang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning

(2020) Chongwen Huang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Capacity Characterization for Intelligent Reflecting Surface Aided MIMO Communication

(2020) Shuowen Zhang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Joint Active and Passive Beamforming Optimization for Intelligent Reflecting Surface Assisted SWIPT Under QoS Constraints

(2020) Qingqing Wu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Intelligent Reflecting Surface: Practical Phase Shift Model and Beamforming Optimization

(2020) Samith Abeywickrama et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications

(2020) Helin Yang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Learning Optimal Resource Allocations in Wireless Systems

(2019) Mark Eisen et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Reconfigurable Intelligent Surfaces for Energy Efficiency in Wireless Communication

(2019) Chongwen Huang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep Learning for Distributed Optimization: Applications to Wireless Resource Management

(2019) Hoon Lee et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning

(2019) Abubakr O. Al-Abbasi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination

(2019) Faris B. Mismar et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities

(2018) Alireza Sadeghi et al.   IEEE Journal of Selected Topics in Signal Processing

Post-CCA and Reinforcement Learning Based Bandwidth Adaptation in 802.11ac Networks

(2018) Seowoo Jang et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Integrated Terahertz Communication With Reflectors for 5G Small-Cell Networks

(2017) Michael Taynnan Barros et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Machine Learning Paradigms for Next-Generation Wireless Networks

(2017) Chunxiao Jiang et al.   IEEE WIRELESS COMMUNICATIONS

Energy-Efficient Design of Indoor mmWave and Sub-THz Systems with Antenna Arrays

(2016) Cen Lin et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Multi-Ray Channel Modeling and Wideband Characterization for Wireless Communications in the Terahertz Band

(2015) Chong Han et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Ergodic Sum Capacity of Macrodiversity MIMO Systems in Flat Rayleigh Fading

(2013) Dushyantha A. Basnayaka et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Reinforcement Learning for Repeated Power Control Game in Cognitive Radio Networks

(2012) Pan Zhou et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Ergodic Stochastic Optimization Algorithms for Wireless Communication and Networking

(2010) Alejandro Ribeiro   IEEE TRANSACTIONS ON SIGNAL PROCESSING