Agent/m rl

[leonard-q]

🌟 Hello! Thanks for contributing JORLDY!

Checklist

Please check if you consider the following items.

• [v] My code follows the style guidelines of this project contributing
• [v] My code follows the naming convention of documentation
• [v] I have commented my code, particularly in hard-to-understand areas
• [v] My changes generate no new warnings or errors

Types of changes

Please describe the types of changes! (ex. Bugfix, New feature, Documentation, ...)
New Feature

Test Configuration

• OS: Linux Ububtu
• Python version: 3.8
• Additional libraries: None

Description

Please describe the details of your contribution
Add M-RL (M-DQN, M-IQN) algorithms.
They are implemented with simple modification to DQN and IQN.
Therefore, the performance is compared with Original DQN and IQN.
The figure shows the performance between M-RL and Original algorithms (same parameters).

• light blue, green: DQN
• Gray, Pink: M-DQN
• Orange: IQN
• Blue: M-IQN