2- A-Based Proximal Policy Optimization (PPO): The PPO algorithm is a powerful deep reinforcement learning method used for optimizing the policy of the stock trading robot. PPO aims to strike a ...

An implementation of the Proximal Policy Optimization (PPO) algorithm. This implementation is based on the example available on the official Keras website. The goal of this project is to provide a ...

The dominant control algorithm using in the non-holonomic constrained mobile robot usually depends on accurate modeling and complex calculations. This paper proposes a new deep reinforcement ...

The performance of the state-of-the-art Deep Reinforcement algorithms such as Proximal Policy Optimization, Twin Delayed Deep Deterministic Policy Gradient, and Soft Actor-Critic for generating a ...