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.idea |
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<section class="post"> | ||
<center> | ||
<h2>Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous | ||
Vehicles<br /></h2> | ||
</center> | ||
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<center> | ||
<h4>Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye and Ziran Wang<br /></h4> | ||
Vehicles<br/></h2> | ||
<h4>Can Cui*, Yunsheng Ma*, Xu Cao, Wenqian Ye and Ziran Wang<br/></h4> | ||
</center> | ||
<ul class="actions special"> | ||
<li><a href="https://arxiv.org/abs/2310.08034" class="button large">Paper</a></li> | ||
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@@ -227,10 +224,8 @@ <h3>Merging Scenario with the Command "Drive Conservatively"</h3> | |
<!-- Copyright --> | ||
<div id="copyright"> | ||
<ul> | ||
<li>© Purdue DIgital Twin Lab</li> | ||
<li>Lab Website: <a href="https://purduedigitaltwin.github.io">https://purduedigitaltwin.github.io</a> | ||
</li> | ||
<li>Email: <a href="[email protected]">[email protected]</a></li> | ||
<li>© Purdue Digital Twin Lab</li> | ||
<li>Lab Website: <a href="https://purduedigitaltwin.github.io">purduedigitaltwin.github.io</a></li> | ||
</ul> | ||
</div> | ||
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@@ -49,7 +49,7 @@ <h2>LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Mod | |
</h2> | ||
</center> | ||
<center> | ||
<h4>Yunsheng Ma, Can Cui, Xu Cao, Wenqian Ye, Peiran Liu, Juanwu Lu, Amr Abdelraouf, Rohit Gupta, | ||
<h4>Yunsheng Ma*, Can Cui*, Xu Cao*, Wenqian Ye, Peiran Liu, Juanwu Lu, Amr Abdelraouf, Rohit Gupta, | ||
Kyungtae Han, Aniket Bera, James M. Rehg and Ziran Wang<br /></h4> | ||
</center> | ||
<ul class="actions special"> | ||
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@@ -76,7 +76,7 @@ <h4>Yunsheng Ma, Can Cui, Xu Cao, Wenqian Ye, Peiran Liu, Juanwu Lu, Amr Abdelra | |
<hr /> | ||
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<h2>LaMPilot Framework Architecture</h2> | ||
LaMPliot framework architecture. This diagram shows the workflows of the LaMPliot framework, | ||
LaMPilot framework architecture. This diagram shows the workflows of the LaMPilot framework, | ||
illustrating the process | ||
from initialization to evaluation. Once initialized, a structured language generator interprets the | ||
simulator | ||
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@@ -89,9 +89,8 @@ <h2>LaMPilot Framework Architecture</h2> | |
<hr /> | ||
<header> | ||
<h2>Autonomous driving function modules and message flow</h2> | ||
<!-- <p>Lorem ipsum dolor sit amet nullam id egestas urna aliquam</p> --> | ||
</header> | ||
<p> <span class="image left"><img src="images/freq.png" alt="" /></span>TThe dataset is divided into | ||
<p> <span class="image left"><img src="images/freq.png" alt="" /></span>The dataset is divided into | ||
three sets: training | ||
(3,900 samples), validation (500 samples), and testing (500 samples). The dataset contains a | ||
variety of instructions that reflect | ||
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@@ -108,17 +107,14 @@ <h2>Autonomous driving function modules and message flow</h2> | |
<h2>Evaluation of Baselines on LaMPilot</h2> | ||
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<div class="image main"><img src="images/table_lampbase.png" alt="" /></div> | ||
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</div> | ||
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</div> | ||
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<!-- Copyright --> | ||
<div id="copyright"> | ||
<ul> | ||
<li>© Purdue DIgital Twin Lab</li> | ||
<li>Lab Website: <a href="https://purduedigitaltwin.github.io">https://purduedigitaltwin.github.io</a></li> | ||
<li>Email: <a href="[email protected]">[email protected]</a></li> | ||
<li>Lab Website: <a href="https://purduedigitaltwin.github.io">purduedigitaltwin.github.io</a></li> | ||
</ul> | ||
</div> | ||
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<h2>A Survey on Multimodal Large Language Models for Autonomous Driving</h2> | ||
</center> | ||
<center> | ||
<h4>Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye Yang Zhou, Kaizhao Liang, Jintai Chen, | ||
<h4>Can Cui*, Yunsheng Ma*, Xu Cao*, Wenqian Ye*, Yang Zhou, Kaizhao Liang, Jintai Chen, | ||
Juanwu Lu, Zichong Yang, Kuei-Da Liao, Erlong Li, Kun Tang, Zhipeng Cao, Tong Zhou, | ||
Ao Liu, Xinrui Yan, Shuqi Mei, Jianguo Cao, Ziran Wang and Chao Zheng<br /></h4> | ||
</center> | ||
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@@ -110,9 +110,8 @@ <h2>Multimodal-Language datasets for autonomous driving technology</h2> | |
<!-- Copyright --> | ||
<div id="copyright"> | ||
<ul> | ||
<li>© Purdue DIgital Twin Lab</li> | ||
<li>Lab Website: <a href="https://purduedigitaltwin.github.io">https://purduedigitaltwin.github.io</a></li> | ||
<li>Email: <a href="[email protected]">[email protected]</a></li> | ||
<li>© Purdue Digital Twin Lab</li> | ||
<li>Lab Website: <a href="https://purduedigitaltwin.github.io">purduedigitaltwin.github.io</a></li> | ||
</ul> | ||
</div> | ||
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