Crash in DIPY window.show(renderer) when running from Remote Desktop

I use PyCharm and run the following code:

r = window.Renderer()
r.add(actor1)
r.add(actor2)
window.show(r)

Everything works fine if i run the code using the machine itself. However, if i connect to the machine using RDP, the show command crashes with the following error:

Process finished with exit code -1073741819 (0xC0000005)

I tried to increase JVM memory and reduce the visualisation settings in RDP but it did not solve the problem. What can cause this crash?