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I have Windows 10 on my new computer.
It wouldn't launch until I did the following:
1) Enabled DirectPlay as described above.
2) Then, I moved the game folder from the C:/Program Files (x86) directory to another location, for example, to the D drive. Apparently, the system doesn't allow changing files in that directory.
Everything started working immediately after that.