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CSCI-4150: Introduction to Artificial Intelligence
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<meta property="og:description" content="Topics and techniques of artificial intelligence using the language LISP. Topics include search, knowledge representation, expert systems, theorem proving, natural language interfaces, learning, game playing, and computer vision. Techniques include pattern matching, data-driven programming, substitution rules, frames, heuristic search, transition networks, neural networks, and evolutionary computation. Development of programming proficiency in LISP is emphasized.">
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<h1 id="name">
Introduction to Artificial Intelligence
</h1>
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CSCI-4150
</h2>
<p>
Topics and techniques of artificial intelligence using the language LISP. Topics include search, knowledge representation, expert systems, theorem proving, natural language interfaces, learning, game playing, and computer vision. Techniques include pattern matching, data-driven programming, substitution rules, frames, heuristic search, transition networks, neural networks, and evolutionary computation. Development of programming proficiency in LISP is emphasized.
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4 credits
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Prereqs:
</div>
<div id="prereq-classes" class="rel-info-courses">
<a class="course-pill" href="CSCI-2300">CSCI-2300 Introduction to Algorithms</a>
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<table id="years-table">
<thead>
<tr>
<th></th>
<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
</tr>
<tr>
<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
<th></th>
</tr>
</thead>
<tbody>
<tr>
<th class="year">2024</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202401&subj_in=CSCI&crse_in=4150&schd_in=">Introduction To Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 81/175
</span>
</div>
</td>
<td colspan="2" class="term summer unscheduled">
</td>
<td class="term fall unscheduled">
</td>
</tr>
<tr>
<th class="year">2023</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202301&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 158/170
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2022</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202201&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 116/240
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2021</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202101&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 136/240
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2020</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202001&subj_in=CSCI&crse_in=4150&schd_in=">Introduction To Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 210/240
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2019</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201901&subj_in=CSCI&crse_in=4150&schd_in=">Introduction To Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 182/225
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2018</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201801&subj_in=CSCI&crse_in=4150&schd_in=">Introduction To Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 131/150
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2017</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201701&subj_in=CSCI&crse_in=4150&schd_in=">Introduction To Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 118/140
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2016</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201601&subj_in=CSCI&crse_in=4150&schd_in=">Introduction To Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Heng Ji</li>
</ul>
<span class="course-capacity">
Seats Taken: 70/60
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2015</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201501&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Ian M Macdonald</li>
</ul>
<span class="course-capacity">
Seats Taken: 63/60
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2014</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201401&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Lirong Xia</li>
</ul>
<span class="course-capacity">
Seats Taken: 32/60
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201409&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Ian M Macdonald</li>
</ul>
<span class="course-capacity">
Seats Taken: 66/70
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2013</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201309&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Ian M Macdonald</li>
</ul>
<span class="course-capacity">
Seats Taken: 68/70
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2012</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201209&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Ian M Macdonald</li>
</ul>
<span class="course-capacity">
Seats Taken: 61/60
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2011</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201109&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Minoo Aghili Nasab</li>
</ul>
<span class="course-capacity">
Seats Taken: 52/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2010</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201009&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Minoo Aghili Nasab</li>
</ul>
<span class="course-capacity">
Seats Taken: 44/37
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2009</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200901&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Minoo Aghili Nasab</li>
</ul>
<span class="course-capacity">
Seats Taken: 43/40
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200909&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Minoo Aghili Nasab</li>
</ul>
<span class="course-capacity">
Seats Taken: 36/37
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2008</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200801&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Artificial Intellig (4c)</a>
</span>
<ul class="prof-list">
<li>Ibrahim Volkan Isler</li>
</ul>
<span class="course-capacity">
Seats Taken: 42/60
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2007</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200709&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>David Lee Hollinger</li>
</ul>
<span class="course-capacity">
Seats Taken: 64/120
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2006</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200609&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>David Lee Hollinger</li>
</ul>
<span class="course-capacity">
Seats Taken: 82/120
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2005</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200509&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Wesley H. Huang</li>
</ul>
<span class="course-capacity">
Seats Taken: 37/120
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2004</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200409&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Wesley H. Huang</li>
</ul>
<span class="course-capacity">
Seats Taken: 57/120
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2003</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200309&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Wesley H. Huang</li>
</ul>
<span class="course-capacity">
Seats Taken: 64/120
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2002</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200209&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Wesley H. Huang</li>
</ul>
<span class="course-capacity">
Seats Taken: 67/120
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2001</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200109&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Wesley H. Huang</li>
</ul>
<span class="course-capacity">
Seats Taken: 65/120
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2000</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200009&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Wesley H. Huang</li>
</ul>
<span class="course-capacity">
Seats Taken: 38/70
</span>
</div>
</td>
</tr>
<tr>
<th class="year">1999</th>
<td class="term spring not-offered">
</td>
<td class="term summer2 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199905&subj_in=CSCI&crse_in=4150&schd_in=">Intro To Ai (4c)</a>
</span>
<ul class="prof-list">
<li>Selmer Bringsjord</li>
</ul>
<span class="course-capacity">
Seats Taken: 9/25
</span>
</div>
</td>
<td class="term summer3 not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199909&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Wesley H. Huang</li>
</ul>
<span class="course-capacity">
Seats Taken: 54/70
</span>
</div>
</td>
</tr>
<tr>
<th class="year">1998</th>
<td class="term spring unscheduled">
</td>
<td class="term summer2 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199805&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>Selmer Bringsjord</li>
</ul>
<span class="course-capacity">
Seats Taken: 13/100
</span>
</div>
</td>
<td class="term summer3 not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199809&subj_in=CSCI&crse_in=4150&schd_in=">Artificial Intelligence (4c)</a>
</span>
<ul class="prof-list">
<li>David Lee Hollinger</li>
</ul>
<span class="course-capacity">
Seats Taken: 36/85
</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
</body>
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