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📄 http:^^www.cs.utexas.edu^users^moriarty^

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Date: Monday, 06-Jan-97 19:33:43 GMT
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<title>Dave Moriarty</title><h1>Dave Moriarty</h1><p><b> PhD Student <br> Department of Computer Sciences <br> The University of Texas at Austin </b><p><hr size=3><h2>Research</h2>Sequential decision tasks appear in many practical real-world problemsincluding control, resource allocation, and routing.  Such tasks canbe characterized by the following scenario: An agent observes a stateof a dynamic system and selects from a finite set of actions.  Thesystem then enters a new state upon which the agent must selectanother action.  The system may return a payoff for each decision madeor for a sequence of decisions.  The objective is to select thesequence of actions that return the highest total or cumulativepayoff.  In my research, I evolve Neural Networks with GeneticAlgorithms to learn and perform sequential decision tasks.  I amparticularly interested in tasks where problem-specific knowledge iscurrently unavailable or costly to obtain.  Some domains that I havestudied include game playing, intelligent control, and constraintsatisfaction.  For more information, see my <!WA0><!WA0><!WA0><!WA0><ahref="http://www.cs.utexas.edu/users/moriarty/moriarty-papers.html"> list of publications</a>. <p><h2>Education</h2><ul>  <!WA1><!WA1><!WA1><!WA1><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> M.S. in Computer Science, The Universityof Texas at Austin, 1994. <br>  <!WA2><!WA2><!WA2><!WA2><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> B.S. in Computer Science, <!WA3><!WA3><!WA3><!WA3><ahref="http://www.tulane.edu/"> Tulane University</a>, 1992.</ul><h2>Contact Information</h2><dl><dt> <b> Office: </b><br> 	<dd> Taylor Hall 5.142 <br> 	<dd> Phone: (512) 471-9585 <br><dt> <b> Email address: </b> <dd> moriarty@cs.utexas.edu <dt> <b> Postal address: </b> <br><dd> The University of Texas at Austin <br><dd> Department of Computer Sciences, TAY 2.124 <br><dd> Austin, TX  78712-1188 <br></dl><hr size=3><h2>Local Links</h2><ul><!WA4><!WA4><!WA4><!WA4><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> <!WA5><!WA5><!WA5><!WA5><a href="http://www.cs.utexas.edu/users/nn"> UTCS Neural Networks homepage </a> <br><!WA6><!WA6><!WA6><!WA6><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> <!WA7><!WA7><!WA7><!WA7><a href="http://www.cs.utexas.edu:80/users/ai-lab/"> AI lab home page</a> <br><!WA8><!WA8><!WA8><!WA8><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> <!WA9><!WA9><!WA9><!WA9><a href="http://www.cs.utexas.edu/"> UTCS home page </a> <br><!WA10><!WA10><!WA10><!WA10><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> <!WA11><!WA11><!WA11><!WA11><a href="http://wwwhost.cc.utexas.edu/"> UT Austin home page </a> <br></ul><h2>Other Useful Links</h2><ul><!WA12><!WA12><!WA12><!WA12><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> <!WA13><!WA13><!WA13><!WA13><a href="http://www.cs.utexas.edu/users/moriarty/research-links.html">Research Links </a> <br><!WA14><!WA14><!WA14><!WA14><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> <!WA15><!WA15><!WA15><!WA15><a href="http://www.cs.utexas.edu/users/moriarty/sports-links.html">Sports Links </a> <br><!WA16><!WA16><!WA16><!WA16><IMG SRC="http://www.cs.utexas.edu/users/moriarty/orange-ball.gif"> <!WA17><!WA17><!WA17><!WA17><a href="http://www.cs.utexas.edu/users/moriarty/misc-links.html">Misc. Links </a> <br></ul><hr size=3>visitor number <!WA18><!WA18><!WA18><!WA18><img ALIGN=bottom src="http://www.cs.utexas.edu/users/moriarty/cgi/number.xbm/www/users/moriarty/cgi/wwwloga.val">

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