Welcome to HABAI - Hardware Accelerated Battlefield AI

Give your bots the CPU cycles they deserve. They have earned it !

HABAI Multic0re Drawing

Friendly in game botsBot filling MG positionAnother position filledBots are more intelligentOperation Totalize HABAI 3Extra HABAI chaos (Operation Supercharge)

Hardware Accelerated Battlefield AI (HABAI) improves AI bot performance. At the present time it is only available for the Forgotten Hope mod for Battlefield 2. Support for other mods like AIX2 may follow as as for ArmA2:OA. What does this mean ? For the player it means more intense game play, with bots using and performing better with weapons and vehicles. That means blistering game play with more bullets flying, more explosions, more aggressive AI, more fun ! Mods without servers full of human players can be given a new lease of life. The AI is more difficult to play with as it responds faster. Clans can use this mod to improve training in BF2 with bots.

The mod will also allow easy switching of maps using the in game map voting menu. There will also a be a custom quick start GUI so single player and coop players can get quickly into a multicore accelerated game with the AI.

In game single player/coop map menu
This screen shot shows the in game map chooser (map vote menu).

The mod will also fix the "autobalance.py" Python script provided by DICE as the current version does not balance bots when using more than 96 bots. At the present time the maximum 50/50 team balance can be achieved with 96 bots, with 48 on each team.

Proof of 50/50 96 bot team balance
Yes, there really can be 96 bots balanced 50/50 in Battlefield 2 (plus one, me, the human player).

More bots can be added (up to 255 but that is a theoretical maximum) but one team will always be set at 48. With a fixed "autobalance.py" script balancing should be achievable for more than 96 bots. A solution will also be provided for becoming squad leader as when the maximum number of squads is reached it is not yet possible to become the squad leader. Other fixes and innovations may be developed.

The technical details

HABAI Multic0re Drawing
HABAI sets up a multi threaded environment for Battlefield 2

As the AI has a seperate CPU core all to itself the engine does not scale down AI performance. DICE have stated that their engine does indeed do this when resources are limited ...

Tobias_Karlsson_(DICE) wrote:"Battlefield [...] is a real time system, which means that all subsystems have a very limited amount off time to perform their calculations [...] The AI system is time sliced, that means that all the major [AI] systems can abort, break, or postpone their calculations if they run out of time."

Quoted from "An Introduction to AI in Battlefield 1942" [Battlefield 2 AI is an almost identical system], Tobias Karlsson, Digital Illusions CE AB, p4, 2003-11-07.

This is done by splitting server (AI/bots) and client (graphical) operations between cores (CPU affinity) on a single machine with a multicore CPU. This is currently working but was not easy to achieve because various server options are sometimes poorly documented and sometimes don't work as expected. More so the Battlefield 2 engine architecture, especially the operation of the AI, is not widely understood (I thank Void here for his help, see his ESAI ).

My testing shows much improved frame-rates ... for example there are no slow downs when there are lots of AI in one area. Benchmarks prove that there is an improvement. The important figure in the following tables is the "Avg" (average) number for FPS - Frames Per Second. The benchmarks were all taken on the same Forgotten Hope level, Anctoville, as all 48 bots of one side spawn in a single area. This is where AI slow down often occurs as well as framerate glitches. Benchmarks taken on Quadcore Q6600 and Nvidia 9800GT machine.

Fraps benchmark for a game started using the in game server creator.

Frames, Time (ms), Min, Max, Avg
1485, 60000, 15, 42, 24.750

Server and client on single core.

Frames, Time (ms), Min, Max, Avg
1657, 60000, 17, 60, 27.617

Server and client on seperate cores effectively making BF2 "multi-threaded".

Frames, Time (ms), Min, Max, Avg
2713, 60000, 0, 61, 45.217

This improves AI performance as well as keeping the framerate in the graphical client as high as possible.


Thanks to the Forgotten Hope team for their high quality mod and for supporting AI. Thanks to Forgotten Hope single player fans in the FHSP forum section and to Project Reality for bringing clarity to Battlefield 2 modding. Thanks to djinn for moral support. Thanks to Void for AI enlightenment.

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0 comments by DJ_Barney on Apr 29th, 2015

Hi. After some thought I've decided to stop working on this mod for the foreseeable future. If anyone wants to take over the concept then they are welcome to contact me. After updating my PC I can now get acceptable performance with AI games from starting the game from within the BF2 menu interface. This means I've lost my original reason for working on this; to "scratch that itch" of wanting better bot performance. However I've had fun testing some of the concepts. I also think I've clearly shown that running the AI on a dedicated server leads to improved bot performance and behavior, at least on lower spec machines. It remains to be seen if there's still a need for this. I won't shut down the mod just yet. There's a chance that I may come back to it for ArmA 3 as I'm currently setting up a ArmA 3 server on Google Compute. ArmA 3 suffers from the same problem BF2 does. AI performance is bad when run from within the client. This is getting less noticeable with BF2 as people's CPU speeds increase, but ArmA 3 is still a pig when it comes to hardware requirements, so you never know HABAI may be reborn as an ArmA 3 mod of some kind. So thanks for the all the encouragement and interest ! Sorry that I couldn't deliver a final "product" but these things don't always work out. At least I gave it a shot !

Downloads RSS Feed Upload file Latest Downloads
HABAI Testing Release

HABAI Testing Release

Mar 17, 2014 Script 4 comments

This download provides the ServerSettings.con file and a description of how to go about setting everything up to allow acceleration of bots in Battlefield...

HABAI testing release for ArmA:OA

HABAI testing release for ArmA:OA

Sep 12, 2012 Singleplayer Map 8 comments

The idea here is to encourage testing of the ArmA2:OA set up and development of creative ideas for making the ArmA2:OA AI game as fun as possible. This...

Post comment Comments  (20 - 30 of 53)
MasterofMetal Oct 24 2012, 2:42am says:


+3 votes     reply to comment
DJ_Barney Creator
DJ_Barney Nov 5 2012, 10:01am replied:

Because the technique (detailed above) is the same for ArmA and improves performance. But I know ArmA is not for everyone so I'm now working on a proper release for HABAI for Battlefield 2 that will include Forgotten Hope, AIX2 as well as a template to use for other mods. ArmA will come later as I'm only in the initial stages of testing.

+2 votes   reply to comment
Simcardo Nov 14 2012, 9:27pm replied:

Can you guys make one for Project Reality sometimes?

+3 votes     reply to comment
DJ_Barney Creator
DJ_Barney Nov 21 2012, 12:13pm replied:

Eventually. A release for AIX2 and/or FH is the priority. PR is more tricky because they enforce install of PR into a 1.5 patch BF2. HABAI runs a lot better on 1.41 because 1.5 broke so many SP/Coop/AI elements. But if people really want it I could do a release for PR 1.5 anyway.

+4 votes   reply to comment
JonathanPL Nov 23 2012, 4:18pm replied:

It'd be lovely!

Like someone stated most players play 1.5, due to the fact that's the official server versions. (FH2 player here)

+1 vote     reply to comment
Simcardo Nov 21 2012, 12:15pm replied:

Well that's okay, Just later when your first priorities are done.
And i really love that you guys are making this for ArmA 2, So i guess that should be finished first!

But anyway, Most people play FH2 on 1.5 because you can't play FH2 Multiplayer in 1.41

+4 votes     reply to comment
abrun4 Oct 22 2012, 4:36am says:

So when can i get it?

+2 votes     reply to comment
DJ_Barney Creator
DJ_Barney Nov 5 2012, 10:02am replied:

I can't give a release date at the moment. But I am working on it and there will be a release (maybe be subject to acts of God, invasions of Tribble's, etc).

+2 votes   reply to comment
MasterofMetal Sep 19 2012, 2:12am says:

YAY about time someone updated the AI on FH2.
Will the bots obey verbal commands? Such as "Follow me", or "hold fire".
BF2 won't work on Windows 7, so I ported it to mac. Don't worry, I can easily install it if its in .exe form.

+2 votes     reply to comment
dodgevipergts Nov 23 2012, 11:19am replied:

BF2 does work on windows 7

+1 vote     reply to comment
DJ_Barney Creator
DJ_Barney Nov 5 2012, 10:11am replied:

Yes, it is an update of the AI. But it uses the AI functions that were always there, at least it will in the initial release. But game play can be quite different because the bot behaviour is changed (see details above). The bottom line is that Battlefield 2 can be made to be "multithreaded" (or multicore compatible as many games are advertised as being these days) which extends bot behaviour. But this is not a case of simply flicking on a few settings. Its tricky to set up the server and client for this and it requires a lot of testing. Plus the mod intends to make this fun and easy to use. Because the client is running with a server its difficult to change the running map without swapping out of BF2 and restarting the server (especially if your are just a single player). This can be made easy by using the in client map voting menu - the drop down list in the BF2 GUI. I want to make it easy :)

+2 votes   reply to comment
scopedknife Sep 12 2012, 6:21pm says:

Do the bots use sprint?

+2 votes     reply to comment
DJ_Barney Creator
DJ_Barney Nov 5 2012, 10:13am replied:

Not in the initial release. There won't be any added bot behaviours. It may be possible to do that using Python scripting. We'll see.

+2 votes   reply to comment
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