Improving anti-jamming decision-making strategies for cognitive radar via multi-agent deep reinforcement learning

Reinforcement learning based a non-zero-sum game for secure transmission against smart jamming

(2021) Chenyu Zhao et al.   DIGITAL SIGNAL PROCESSING

Dynamic Spectrum Anti-Jamming Communications: Challenges and Opportunities

(2020) Ximing Wang et al.   IEEE COMMUNICATIONS MAGAZINE

A Collaborative Multi-Agent Reinforcement Learning Anti-Jamming Algorithm in Wireless Networks

(2019) Fuqiang Yao et al.   IEEE Wireless Communications Letters

Stackelberg Game Approaches for Anti-Jamming Defence in Wireless Networks

(2018) Luliang Jia et al.   IEEE WIRELESS COMMUNICATIONS

A hierarchical learning approach to anti-jamming channel selection strategies

(2017) Fuqiang Yao et al.   WIRELESS NETWORKS

Cognitive frequency diverse array radar with situational awareness

(2016) Wen-Qin Wang   IET Radar Sonar and Navigation

Multi-agent reinforcement learning as a rehearsal for decentralized planning

(2016) Landon Kraemer et al.   NEUROCOMPUTING

MIMO Radar and Target Stackelberg Game in the Presence of Clutter

(2015) Xing Lan et al.   IEEE SENSORS JOURNAL

Power control with reinforcement learning in cooperative cognitive radio networks against jamming

(2015) Liang Xiao et al.   JOURNAL OF SUPERCOMPUTING

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Multiagent Learning of Coordination in Loosely Coupled Multiagent Systems

(2015) Chao Yu et al.   IEEE Transactions on Cybernetics

Cognitive Radar Network: Cooperative Adaptive Beamsteering for Integrated Search-and-Track Application

(2013) Ric A. Romero et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Coping with a Smart Jammer in Wireless Networks: A Stackelberg Game Approach

(2013) Dejun Yang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Cognitive Radar: Step Toward Bridging the Gap Between Neuroscience and Engineering

(2012) Simon Haykin et al.   PROCEEDINGS OF THE IEEE

The MIMO Radar and Jammer Games

(2011) Xiufeng Song et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING