https://fangkiang.com/tags/udacity/ Recent content in Udacity on Ng Fang Kiang Hugo en Sun, 04 Oct 2026 07:22:49 +0800 https://fangkiang.com/posts/mit-deeptraffic-first-place-udacity/ Sun, 04 Oct 2026 07:22:49 +0800 https://fangkiang.com/posts/mit-deeptraffic-first-place-udacity/ <p>Back in early 2017, I had the incredible opportunity to participate in MIT’s <strong>6.S094: Deep Learning for Self-Driving Cars</strong> competition—<strong>DeepTraffic</strong>. It was an exhilarating experience that marked a significant milestone in my journey with AI and autonomous driving technology.</p> <h2 id="leaderboard-achievements">Leaderboard Achievements</h2> <table> <thead> <tr> <th style="text-align: center">DeepTraffic 1.0</th> <th style="text-align: center">DeepTraffic 1.1</th> </tr> </thead> <tbody> <tr> <td style="text-align: center"><img alt="DeepTraffic 1.0 Leaderboard" loading="lazy" src="https://fangkiang.com/images/screenshot/DeepTrafficLeaderboard1.0.png"></td> <td style="text-align: center"><img alt="DeepTraffic 1.1 Leaderboard" loading="lazy" src="https://fangkiang.com/images/screenshot/DeepTrafficLeaderboard1.1.png"></td> </tr> </tbody> </table> <h3 id="achieving-1-on-deeptraffic-10--11">Achieving #1 on DeepTraffic 1.0 &amp; 1.1</h3> <p>In January 2017, after countless hours of hyperparameter tuning, model iteration, and deep reinforcement learning experiments, I managed to reach the <strong>#1 spot on the DeepTraffic 1.0 leaderboard</strong> under the username <code>Instagram: Jorcus96</code> with a speed score of <strong>75.38 MPH</strong>.</p>