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Bhairava

Best RTS game for trying AI techniques?

3 posts in this topic

Hi,

I' m looking to what is currently the best platform for testing AI techniques&ideas.

So far I've been looking into those platforms:

starcraft BWAPI

ORTS

Spring Engine rts

0 A.D

Some of them seem more supported and more developed,  some of them seem newer. I really couldn't decide, I don't know even if it is better to start with starcraft that has been deeply studied or with a less studied RTS.

Thanks for your advices :)

 

P.S. I'm in particular interested in testing reinforcement learning in AI rts, but I'm opened to more general machine learning and AI techniques too :)

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A lot of people target Starcraft since it's a pretty well-developed game with well-understood rules. That gives you fewer variables to worry about (in the science-experiment sense) when trying to isolate what effects your AI implementations have on gameplay. I'd suggest starting there and broadening out to other games/engines as you get more familiar with things and have a better sense of what your own requirements look like.

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Just go with Starcraft. The Spring and 0AD projects aren't as well suited to machine learning. 0AD doesn't even really have finished content. Starcraft is polished, has finalized content, and plenty of examples of what other people did.

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One feature that you probably need to qualify is having some kind of  program interface (external access to output data and input channels) or scripting interface that can push data to somehow create a program interface.

 

Games which you have access to the source code and build pipeline you could add such an interface if needed.

 

How many commercial games have any of the above ??   Open sourced games will make this access possible (but varying degrees of documentation might still make interpretting the gorilla code/data schemes a chore)

 

Thats the first pass criteria -- unless you somehow can decode packet traffic and can get internal knowledge of what the data means to get ahold of game state/mapping data etc.

 

--

 

Some games like the old Neverwinter Nights really could have used a program interface to allow players (who in that game ran the Multiplayer servers) .to make needed improvements the game company completely ignored (like an inventory 'bank' system' that players had to go to extreme lengths/difficulties to add to the published server software).   Compentant player programmers were fully willing to improve that game (and were NOT in competition with the company) -- result -- the company lost some significant amount of business for being shortsighted.

 

Such an interface would be invaluable for debgging tools to the game company itself, but its possible that they also see it as a vector for easy cheating (which has added emphasis now with the online 'Store' connections and competative  'player achievemnent' features used to justify that online component.)

Edited by wodinoneeye
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