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/* Theme Name: Small Notes Theme URI: http://notesblog.com/core/small-notes/ Description: This is Small Notes, a child theme for Notes Blog Core. Author: Thord Daniel Hedengren Author URI: http://thedengren.com Template: notesblog-core Version: 1.0 . You need to have both Child Notes and Notes Blog Core in your wp-content/themes/ folder for this theme to work. . */ @import url("../notesblog-core/style.css"); div#content { font-family: Georgia, Times New Roman, serif; } ul.sidebar ( color: #333; }

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The question of which <Action/> to try in uences the acceptability of the CR to the user. We want the <User/> to like the CR. Each task has a value, for example, de ned in Q-learning by Quality(state, action). An incremental update rule ascribes a new value to the action in the given state, Quality(state, action) as a function of the reinforcement of the anticipated action, plus the expected value of the other possible actions from that state. Qk +1 = (1 ( s, a )) Qk ( s, a ) + ( s, a ) f ( s, a, ( max b (Qk ( s, b)))) (11-1)

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The gcc command either outputs a slew of error messages or shows you nothing. When you get a slew of error messages, you must re-edit the source file and try to work out whatever bugs you can. The compiler is brutally honest, but it s also nice in that it does give you a line number to show you where (approximately) you screwed up. When gcc does nothing, the source code is properly compiled and linked. This is what you want. In this case, I ve tricked you into typing sloppy code so that you ll see an error message. Something like:

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Remember the Page templates you wanted Creating them is easier. Just create them like you would if you hacked the Notes Blog Core theme, and put them in the Small Notes child theme folder. Now they are available for use whenever the Small Notes child theme is activated, just like with a regular theme. Every file in the child theme is ranked higher than its equivalent in the mother template theme. That means that even though there is a sidebar.php in Notes Blog Core, the mother theme, your sidebar.php from Small Notes will be loaded instead of it. And vice versa, if you don t want to do any changes to the sidebar.php file as compared to the mother template theme, then just don t add that file to the child theme. The great part is that only changes go in your child theme, and that whenever the original template theme is updated, you can update your mother theme too, knowing that your changes are intact in the child theme. Better yet, your child theme will reap the benefits of the mother template theme update, while otherwise remaining untouched.

If the maximum value of Q(s, b) dominates, then the decision favors action b, an exploration of insuf ciently reinforced alternative actions. Thus, if the CR makes an observation, for example, that WXYZ is an Oldies station, the CR can just be quiet, Action-0, or it could perform some other action. If the CR is quiet and does nothing, then the inference that Owner likes Oldies does not occur. If the CR always makes this choice, then reinforcement from the environment accrues as the Owner repeatedly tunes to WXYX, but the link to Oldies is implicit rather than explicit. Suppose the CR has an initial learning fraction of (s, a) = 0.5. Reinforcement accrues for positive responses. If the value of Action-0, saying and doing nothing, is reinforced because of the lack of negative reinforcement, then the CR will just sit there and not try anything else. To overcome this class of side effect, exploration is randomized. 11.2.3.5 Randomness for Exploration Randomization is an arti cial mechanism to assure that behaviors are attempted so that the estimated value of the behavior from a given state rep-

screen and slk_restore() puts them back, which is demonstrated later in this chapter. But in SOFTIES2.C, slk_restore() somehow supplies NCurses with the extra oomph needed to show the index line. (In fact, you can replace slk_refresh() with slk_restore() in many instances, though I don t recommend it.)

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