Game3 has an entirely separate strategy available to it: Don't worry initially about trying to win... instead code a nice simulator/etc for all the inhabitants of the simulation, one that can grow without bound and allows them to improve (and control the simulation from inside).
You might not "win", but a version of three players will go on to found a nice large civilization. :) (Take that Omaga.)
(In the background, have it also running a thread computing increasingly large numbers and some way to randomly decide which of some set of numbers to output, to effectively randomize which one of the three original players wins. Of course, that's a small matter compared to the simulated world which, by hypothesis, has unbounded computational power available to it.)
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Argh, you beat me to it! But frankly, how's that not obvious? Omega is giving us unbounded computational power, and we wouldn't use it?
Now there may be a catch. Nothing says the hyper-computer actually computes the programs, even those that do return a value. It could for instance detect the separation between your nice simulated advanced civilization and the background program, and not compute the simulation at all. You could counteract that strategy, but then the Hyper-computer may be smarter than that.
Looking down the thread, I think one or two others may have beat me to it too. But yes, It seems at least that Omega would be handing the programmers a really nice toy and (conditional on the programmers having the skill to wield it), well..
Yes, there is that catch, hrm... Could put something into the code that makes the inhabitants occasionally work on the problem, thus really deeply intertwining the two things.