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| Name | Jinhua Zhao & MIT Transit Lab - AI and Public Transit |
| Video Uploader | Video From MIT Mobility Initiative |
| Upload Date | This Video Uploaded At 09-05-2023 18:01:33 |
| Video Discription | Prof. Zhao and MIT Transit Lab researchers showcase three sets of A.I. applications in public transportation: prediction, monitoring, and control. 1) Prediction: deep hybrid model with satellite images and graph embedded road networks for demand prediction in Chicago; 2) Monitoring: computer vision for bus travel time estimation in Boston and text mining for sentiment analysis in WMATA; and 3) RL-based bus operation control in CTA. They cover examples of unsupervised learning, supervised learning, and reinforcement learning and give a flavor of some future research: causal analysis with ML, generative AI, and multi-channel view of cities. |
| Category | Science & Technology |
| Tags | Science & Technology Download MP4 | Science & Technology Download MP3 | Science & Technology Download MP4 360p | Science & Technology Download MP4 480p | Science & Technology Download MP4 720p | Science & Technology Download MP4 1080p |
