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 ...
University of Waterloo

Combining MCTS and A3C for Prediction of Spatially Spreading Processes in Forest Wildfire Settings

Combining MCTS and A3C for Prediction of Spatially Spreading Processes in Forest Wildfire Settings Citation: Subramanian, S.G. & Crowley, M., 2018. Combining MCTS and A3C for Prediction of Spatially ...
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.
GitHub

david-laugh/forked-Super-mario-bros-A3C-pytorch

Here is my python source code for training an agent to play super mario bros. By using Asynchronous Advantage Actor-Critic (A3C) algorithm introduced in the paper Asynchronous Methods for Deep ...
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 ...