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awjuliani / DeepRL-Agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
MIT License
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Learning rates and initial random weights #39

Open IbrahimSobh opened 7 years ago

IbrahimSobh commented 7 years ago

Dears

In the A3C Mnih Paper, It was mentioned that:

Figure 2: This shows that A3C is quite robust to learning rates and initial random weights

However, I think the performance is affected by learning rates and initial random weights! In other words, it is not robust!

For example see #18

What do you recommend?