GitHub

Reinforcement Learning implementation of LSTM with Asynchronous Advantage Actor Critic Algorithm

The A3C algorithm was released by Google’s DeepMind group earlier this year, and it made a splash by essentially obsoleting DQN. It was faster, simpler, more robust, and able to achieve much better ...
GitHub

MhassaanY/Automated-Vulnerability-Exploitation-with-A3C-Reinforcement-Learning

A3C-Exploit: Automated Cyber Exploitation using A3C Reinforcement Learning Project Overview A3C-Exploit is an automated cybersecurity penetration testing framework that integrates Deep Reinforcement ...
IEEE

The A3C Algorithm With Eligibility Traces of Energy Management for Plug-In Hybrid Electric Vehicles

Abstract: An energy management system is crucial for optimizing the performance and reducing fuel consumption of Plug-in Hybrid Electric Vehicles (PHEVs), which plays an important role in sustainable ...
IEEE

Application of A3C Algorithm in Dynamic and Parallel SFC Placement Framework

Abstract: NFV realizes the sharing of network resources by changing the deployment form of traditional networks, and provides technical support for the realization of dynamic functional service chain.