Search found 254 matches

by krasi0
Fri Feb 10, 2017 8:27 am
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

That's too bad. :(
What you were working on looked really promising!
by krasi0
Thu Oct 27, 2016 11:01 am
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

If something is lacking from BWAPI, you could either implement it on top of BWAPI or open a github issue. :)
by krasi0
Fri Oct 21, 2016 8:51 am
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

Hey! Has there been any recent developments with your ANNs work?
by krasi0
Thu Jul 07, 2016 8:59 am
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

Congratulations on the registered progress and on finding that nasty bug!
Do you think the approach would scale well to mixed unit type compositions, e.g. Hydralisks + Lurkers + Queens against Marines + Medics + Siege Tanks?
by krasi0
Tue Jun 14, 2016 9:50 pm
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

There is some progress! I can observe some intelligence emerging the units' behaviour :)
by krasi0
Thu Jun 02, 2016 12:41 pm
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

From what I've seen, there are bots that seem to handle micro (attacking units included) pretty well even when lan game latency is involved, so perhaps you should dig deeper in some open source bots' code
by krasi0
Thu May 12, 2016 1:22 pm
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

Cool! Keep us updated on how it goes next week :)
by krasi0
Thu May 12, 2016 9:39 am
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

Regarding the noise while training, I would still re-introduce an idea that I mentioned in my first post on this topic: "perhaps it makes sense to only train the network once the whole battle has finished (or a timeout of Y frames has occurred) and for the fitness function then consider somethi...
by krasi0
Fri May 06, 2016 3:56 pm
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

Always converging towards [1, 1, 1...] sounds like the NNs might not be getting enough important data (hence a random action is considered as good as any other) or the training process is somehow broken... How about feeding it a bit more data like: 1. current unit HPs 2. the HPs of the enemy unit wi...
by krasi0
Thu May 05, 2016 8:48 pm
Forum: AI development (BWAPI Bots)
Topic: Training an artificial neural network for the micro of marines
Replies: 30
Views: 2333

Re: Training an artificial neural network for the micro of marines

Hey! I have been interested in the same topic for a while (training ANNs to command the micro behaviour of individual units) and I like it how you've laid out the architecture and explanations of your approach so far. :) IMO, the current list of output actions that you make use of is sufficient. For...

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