Unity Build only allows me to 'select folder' but not name the .exe

Hi. I am experimenting with the ml-agents stuff. When I try to build the project, it opens a window ‘Build Windows’ and my only option on the lower right is ‘select folder’ or ‘cancel’. I do not have a choice to choose an exe name or any other options. Manually typing in random.exe into the bottom and pressing the ‘Select Folder’ button pops up an error saying the path does not exist.

I need to set a custom exe name for the ml agents stuff. Thanks

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I have the same problem but without messing with the “ml-agents stuff”, at least I think. I found something about it here: Not sure if bug or "feature" in Unity 2018.1 Beta 9 . Not sure if it is though, but if people find this thread and have this problem, I hope this helps.