While searching online I cam across an old e-mail on the computer go mailing list (below). Was there every any follow up to it? Has anyone made progress in that regard?
Mark Boon wrote:

> I'd rather call it the distinction between global search versus 
> goal-oriented search.
> 

Goal directed searching.  Specifically Hierarchical goal directed search
is one thing I'm interested in and have been thinking about posting
a question to this list to help design a good hierarchical model of
goals for playing go.  So this seems like good timing...

See "Applying adversarial planning techniques to Go"
(http://www.aiai.ed.ac.uk/~johnl/papers/willmott-tcs01.ps)

Example start to modeling the goals from higher to lower level objectives:

Win (territory + prisoners > opp)
   Surround Territory
      Claim territory
          Corners
          Sides
          Center
      Connect stones
      Invade territory with hopes to kill or live there
      Save my groups
   Limit opponent territory
      Push into opponent territory to expand my territory
      Invade territory with hopes to kill or live there
      Kill opp groups
   Save my groups
      Make eyes
         Play to increase potential eyes
            Make good eye shape
         Play on vital eye points
         Make 2 eyes
         Connect to living group
         Connect two weak groups to live
      Increase liberties
         Extend/escape
         Connect to friendly
   Kill opp groups
      Squeeze group to limit its space to live
      Reduce string liberties
         Put string in atari
            Double atari
      Prevent making eyes
          Play to decrease potential eyes
             Prevent good eye shape
          Play on vital eye points
          Cut
      kill sub group

Please post suggestions about how to best logically model these goals. 
As you can see I need help improving the logical organization and 
completeness of the model.  It would be great to have the full model 
that was used in the program Gobi described in the paper above.  Or 
something similar if its available.

Matt
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