|I think this can be done with some third party programs but not with Task Manager. But why do you wish to do this?|
By default most processes run with normal priority. Unless you have other CPU bound processes running with this priority while playing the game, which you shouldn't, increasing it's priority will do little. Increasing a processes priority will not normally improve it's performance.
I do understand that there are some legitimate reasons for changing process priority.