ddpg with RIS in secure wireless communication
For more information, please refer to the original author's project library
https://github.com/baturaysaglam/RIS-MISO-Deep-Reinforcement-Learning
reference
@article{Peng2022DeepRL, title={Deep Reinforcement Learning for RIS-Aided Multiuser Full-Duplex Secure Communications With Hardware Impairments}, author={Zhangjie Peng and Zhibo Zhang and Lei Kong and Cunhua Pan and Li Li and Jiangzhou Wang}, journal={IEEE Internet of Things Journal}, year={2022}, volume={9}, pages={21121-21135} }
@article{Feng2020DeepRL, title={Deep Reinforcement Learning Based Intelligent Reflecting Surface Optimization for MISO Communication Systems}, author={Keming Feng and Qisheng Wang and Xiao Li and Chao-Kai Wen}, journal={IEEE Wireless Communications Letters}, year={2020}, volume={9}, pages={745-749} }
@article{Huang2020ReconfigurableIS, title={Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning}, author={Chongwen Huang and Ronghong Mo and Chau Yuen}, journal={IEEE Journal on Selected Areas in Communications}, year={2020}, volume={38}, pages={1839-1850} }
@article{Cui2019SecureWC, title={Secure Wireless Communication via Intelligent Reflecting Surface}, author={Miao Cui and Guangchi Zhang and Rui Zhang}, journal={IEEE Wireless Communications Letters}, year={2019}, volume={8}, pages={1410-1414} }
reference link： RIS environment
https://github.com/mengxiaomao/PA_TWC
https://github.com/chestapahuja/Deep-Reinforcement-Learning-for-Intelligent-reflecting-Surfaces
https://github.com/baturaysaglam/RIS-MISO-Deep-Reinforcement-Learning
https://github.com/ken0225/RIS-Codes-Collection
https://github.com/Brook1711/RIS_components
https://github.com/farismismar/Deep-Reinforcement-Learning-for-5G-Networks
DRL
https://github.com/datawhalechina/easy-rl
https://github.com/AI4Finance-Foundation/ElegantRL