Looking for some advice an creating and training a new AI in torcs.

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Greetings,

I am looking to train some neural networks to drive vehicles in Torcs. I
have a TON of questions, hopefully someone can answer at least a few for
me. I've been digging into the code for about a week now and have amassed
plenty of questions. I apologize an advance for the length.

*First some background:*

I have found a program that implements HyperNEAT that I would like to use
in conjunction with torcs. This program however is just that, a program,
not a library. So I will be looking to run it as a program simultaneously
with torcs, and have the two processes communicate with eachother via XML.

To do this, I would like to:

1) Read XML configuration and populate drivers with neural network data.
(One driver per race.)
2) Skip all menu's, and go straight to some default race.
3) Run a race until X time has passed, or Y laps complete.
4) Write results to XML and wait for new configuration to re-populate
drivers with neural network data.

rinse and repeat.

Right now, I'm just trying to see if I can skip the menus and read in the
XML file at an appropriate place. (I see ANN.cpp and ANN.h specify an
loadANN() function, but I don't see the file format specified anywhere.)

I have found what looks to be a way to skip the menus. I have tried to call
torcs with
torcs -r $FULL_PATH_TO_SRC/quickrace.xml
and got the message:
Human drivers not allowed in console race, fix race setup.
Which tells me I'm probably on the right track, but I can't find any
documentation on how or what to change to fix the setup.

Also, I have already created a driver that attempts to follow the center of
the road using a basic tutorial I have found.
*
My actual questions:*
Is there any UML documentation for the control flow of the program?

What would be the best way to start a race without going through menus?

Is there a good way to restart a race after a race is completed without
menus?

On a race restart, I will need a new ANN, which I can read from a file,
which holds about 100 individual AI's to test. Is there a way I can track
how many I've tested? Is 'index' in Driver::newrace(int index, tCarElt*
car, tSituation *s) something I can use for this? (I can't find
documentation saying what index is.)

Are there any pre-existing classes that are good for detecting environment
such as track edges? (range finders?)
http://www.youtube.com/watch?v=FKAULFV8tXw&feature=related

If not, is there an easy way to find a track edge to do an intersection
test of my own with?


Any help would be appreciated, even if it's just pointing to new
documentation I haven't yet found.

-Jim

P.S. For clarity, I am also attaching a sample input file similar to what I
intend to use for this project. I generate an input file of 1 generation,
which is about 100 individuals, to be tested, one at a time. Once they are
all tested, a new input file will be automatically generated that I would
like to read in without restarting torcs. There can be any number of new
input files to be tested that I would like to automate.

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Greetings,<br><br>I am looking to train some neural networks to drive=20
vehicles in Torcs. I have a TON of questions, hopefully someone can=20
answer at least a few for me. I&#39;ve been digging into the code for about=
 a
 week now and have amassed plenty of questions. I apologize an advance=20
for the length.<br><br><b>First some background:</b><br><br>I have found
 a program that implements HyperNEAT that I would like to use in=20
conjunction with torcs. This program however is just that, a program,=20
not a library. So I will be looking to run it as a program=20
simultaneously with torcs, and have the two processes communicate with=20
eachother via XML.<br>
<br>To do this, I would like to:<br><br>1) Read XML configuration and popul=
ate drivers with neural network data. (One driver per race.)<br>2) Skip all=
 menu&#39;s, and go straight to some default race.<br>3) Run a race until X=
 time has passed, or Y laps complete.<br>

4) Write results to XML and wait for new configuration to re-populate drive=
rs with neural network data.<br><br>rinse and repeat.<br><br>Right
 now, I&#39;m just trying to see if I can skip the menus and read in the XM=
L
 file at an appropriate place. (I see ANN.cpp and ANN.h specify an=20
loadANN() function, but I don&#39;t see the file format specified anywhere.=
)<br><br>I have found what looks to be a way to skip the menus. I have trie=
d to call torcs with<br><span style=3D"font-family:courier new,monospace">t=
orcs -r $FULL_PATH_TO_SRC/quickrace.xml</span><br>

and got the message: <br><span style=3D"font-family:courier new,monospace">=
Human drivers not allowed in console race, fix race setup.</span><br>Which =
tells me I&#39;m probably on the right track, but I can&#39;t find any docu=
mentation on how or what to change to fix the setup.<br>
<br>Also, I have already created a driver that attempts to follow the cente=
r of the road using a basic tutorial I have found.<br><b><br>My actual ques=
tions:</b><br>Is there any UML documentation for the control flow of the pr=
ogram?<br>
<br>What would be the best way to start a race without going through menus?=
<br><br>Is there a good way to restart a race after a race is completed wit=
hout menus?<br><br>On
 a race restart, I will need a new ANN, which I can read from a file,=20
which holds about 100 individual AI&#39;s to test. Is there a way I can=20
track how many I&#39;ve tested? Is &#39;index&#39; in Driver::newrace(int i=
ndex,=20
tCarElt* car, tSituation *s) something I can use for this? (I can&#39;t fin=
d
 documentation saying what index is.)<br><br>Are there any pre-existing cla=
sses that are good for detecting environment such as track edges? (range fi=
nders?)<br><a href=3D"http://www.youtube.com/watch?v=3DFKAULFV8tXw&amp;feat=
ure=3Drelated">http://www.youtube.com/watch?v=3DFKAULFV8tXw&amp;feature=3Dr=
elated</a><br>
<br>If not, is there an easy way to find a track edge to do an intersection=
 test of my own with?<br><br><br>Any help would be appreciated, even if it&=
#39;s just pointing to new documentation I haven&#39;t yet found.<br><br>
-Jim<br><br>P.S. For clarity, I am also attaching a sample input file simil=
ar to what I intend to use for this project. I generate an input file of 1 =
generation, which is about 100 individuals, to be tested, one at a time. On=
ce they are all tested, a new input file will be automatically generated th=
at I would like to read in without restarting torcs. There can be any numbe=
r of new input files to be tested that I would like to automate. <br>

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