Expected reward blows up while training (DDPG agent, reinforcement learning)

4 次查看（过去 30 天）
Sayak Mukherjee
Sayak Mukherjee 2020-10-12
编辑： Emmanouil Tzorakoleftherakis 2020-10-12
I am training a DDPG network and after training for around 5000 iterations, the model seems doesnot seem to converge while the expected reward keeps on increasing exponentially. What can be a possible reason and how to solve the issue.

请先登录，再回答此问题。

回答（1 个）

Emmanouil Tzorakoleftherakis
编辑：Emmanouil Tzorakoleftherakis 2020-10-12
Hello,
This answer may be helpful.
I would make sure your reward signal outputs values that make sense, and also possibly simplify the critic network.

类别

在 Help Center 和 File Exchange 中查找有关 Deep Learning Toolbox 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