Improved Version of the Pong Game Using RL TD3

버전 1.0.4 (2.04 MB) 작성자: Ismael Abdulrahman
An improved version of the pong game.
다운로드 수: 67
업데이트 날짜: 2021/11/7

라이선스 보기

This program uses the TD3 RL technique to train an agnet for the pong game.
It is the same as the original one developed by Johanna Pingel (a MATLAB staff and blogger) with the following changes:
1. Another state is added to the observation-state vector called q8 with the equation: q8 = abs(ball_x-paddle_x)
2. TD3 is used instead of DDPG
3. rng is added to use the same random noise at each time the agent is trained (for comparison)
Original code:

인용 양식

Ismael Abdulrahman (2024). Improved Version of the Pong Game Using RL TD3 (https://www.mathworks.com/matlabcentral/fileexchange/101629-improved-version-of-the-pong-game-using-rl-td3), MATLAB Central File Exchange. 검색됨 .

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버전 게시됨 릴리스 정보
1.0.4

Fixing typos.

1.0.3

Minor change.

1.0.2

Minor change.

1.0.1

Minor change.

1.0.0