Learning rates and initial random weights

[IbrahimSobh]

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?