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So there it is. By now you should have a good picture of how to get around the Xcode Workspace and how to make it look the way you want. You ll have a growing sense of the powerful code development tools at your fingertips. However, you are probably also aware that there is something missing. A big part of Mac software is a great user interface a compelling visual design that draws you into the application and is strongly focused on user experience. This being an Apple product, wouldn t you expect the Xcode Tools to include great support tools for creating that user experience Of course you would, and you won t be disappointed. Interface Builder is the tool of choice for professional Mac and iPhone developers. That s where you are going in the next chapter.

where wo through W6 are numerical coefficients, or weights, to be chosen by the learning algorithm Learned values for the weights w l through W6 will determine the relative importance of the various board features in determining the value of the board, whereas the weight wo will provide an additive constant to the board value To summarize our design choices thus far, we have elaborated the original formulation of the learning problem by choosing a type of training experience, a target function to be learned, and a representation for this target function Our elaborated learning task is now Partial design of a checkers learning program: Task T: playing checkers Performance measure P : percent of games won in the world tournament Training experience E: games played against itself Targetfunction: V:Board + 8 Targetfunction representation

CURRICULULUM VITAE ORLANDO M REYES-CAIRO Owens Community College PO Box 10,000, Toledo, Ohio 43699-1947 Tel fono: (419) 661-7935 Correo electr nico: oreyes-cairo@owensedu

The first three items above correspond to the specification of the learning task, whereas the final two items constitute design choices for the implementation of the learning program Notice the net effect of this set of design choices is to reduce the problem of learning a checkers strategy to the problem of learning values for the coefficients wo through w 6 in the target function representation

If you have used other software development systems like REALbasic, or written code on other platforms, chances are you have used a system that integrates the coding and interface design in one holistic, coordinated user interface (usually called an integrated development environment, or IDE) REALbasic and Visual Studio on the Windows NET platform are good examples of this kind of system One of the most engaging features of such systems is the way they link events on the objects in your user interface to the underlying code For example, you may create a user interface in REALbasic that shows a window with a button, a textbox, and a label Then you double-click on the button and type in the code for the Action method for that button Lo and behold, you have a simple Hello World application It all happens in one application in one window, in fact.

In order to learn the target function f we require a set of training examples, each describing a specific board state b and the training value Vtrain(b)for b In other words, each training example is an ordered pair of the form (b, V',,,i,(b)) For instance, the following training example describes a board state b in which black has won the game (note x2 = 0 indicates that red has no remaining pieces) and for which the target function value VZrain(b) therefore +100 is

Below we describe a procedure that first derives such training examples from the indirect training experience available to the learner, then adjusts the weights wi to best fit these training examples

This approach can be a great way to get started on code development, helping you to connect the events occurring in your application with the visual objects that take part in those events Now it might seem odd to begin this chapter by talking about a completely different product (and that, by the way, was the last mention of other ways of writing Mac OS X software there are plenty of other books around on those!), but there is a good reason Development of Mac OS X software using the Xcode Tools is unlike using any other software development system, and nowhere is this uniqueness more evident than in the way in which you build the user interface and connect it to your application code Forget most of what you know about other development environments: Interface Builder is different.