Reinforcement learning/Experiecne buffer/Simulink

3 次查看（过去 30 天）
hieu nguyen
hieu nguyen 2023-5-5
评论： hieu nguyen 2023-5-6
I am trying to create a experience buffer for my DDPG algorithm in Simulink. However, I can't find anyway or blocks to help me create a experience buffer to store (state,action,reward,next state) in simulink.
I have tried to create a experience buffer by rl.util.ExperienceBuffer in Matlab function but here is my code and the error
I hope you can help me deal with this problem. Thank you verry much!

请先登录，再回答此问题。

回答（1 个）

Emmanouil Tzorakoleftherakis
Why do you want to create your own buffer? If you are using the built-in DDPG agent, the buffer is created automatically for you. In any case, in 22a we added a feature that allows you to create your own experience buffer (see here). You can potentially use this to manually modify the experience buffer of a built-in agent.
  1 个评论
hieu nguyen
hieu nguyen 2023-5-6
Actually, I want create my own DDPG agent with my own neural network structure and my own optimizer algorithm in Simulink. I have tried to do that with built-in DDPG agent and custom agent but it is quite difficult so I decide to built everything by myself in Simulink with Matlab function.Now, the only problem I have is creating a experience buffer to store and batch data.

请先登录，再进行评论。

类别

在 Help Center 和 File Exchange 中查找有关 Reinforcement Learning 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by