Continuous Control Reinforcement Learning: Distributed Distributional DrQ Algorithms

• Published in: arXiv.org
• Main Author: Zhou, Zehao
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 16.04.2024
• Subjects: Algorithms; Control tasks; Data augmentation; Machine learning

Distributed Distributional DrQ is a model-free and off-policy RL algorithm for continuous control tasks based on the state and observation of the agent, which is an actor-critic method with the data-augmentation and the distributional perspective of critic value function. Aim to learn to control the...