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Object as Distribution


Jul 25, 2019
Li Ding, Lex Fridman

* NeurIPS 2019 

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Dynamics of Pedestrian Crossing Decisions Based on Vehicle Trajectories in Large-Scale Simulated and Real-World Data


Apr 08, 2019
Jack Terwilliger, Michael Glazer, Henri Schmidt, Josh Domeyer, Heishiro Toyoda, Bruce Mehler, Bryan Reimer, Lex Fridman

* Will appear in Proceedings of 2019 Driving Assessment Conference 

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Value of Temporal Dynamics Information in Driving Scene Segmentation


Mar 21, 2019
Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman


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DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation


Jan 03, 2019
Lex Fridman, Jack Terwilliger, Benedikt Jenik

* Neural Information Processing Systems (NIPS 2018) Deep Reinforcement Learning Workshop 

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Human-Centered Autonomous Vehicle Systems: Principles of Effective Shared Autonomy


Oct 03, 2018
Lex Fridman


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MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation


Sep 30, 2018
Lex Fridman, Daniel E. Brown, Michael Glazer, William Angell, Spencer Dodd, Benedikt Jenik, Jack Terwilliger, Julia Kindelsberger, Li Ding, Sean Seaman, Hillary Abraham, Alea Mehler, Andrew Sipperley, Anthony Pettinato, Bobbie Seppelt, Linda Angell, Bruce Mehler, Bryan Reimer


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Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions


Sep 24, 2018
Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer


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DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning


Jan 09, 2018
Lex Fridman, Benedikt Jenik, Jack Terwilliger


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SideEye: A Generative Neural Network Based Simulator of Human Peripheral Vision


Oct 23, 2017
Lex Fridman, Benedikt Jenik, Shaiyan Keshvari, Bryan Reimer, Christoph Zetzsche, Ruth Rosenholtz


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Semi-Automated Annotation of Discrete States in Large Video Datasets


Dec 03, 2016
Lex Fridman, Bryan Reimer

* To be presented at AAAI 2017. arXiv admin note: text overlap with arXiv:1508.04028 

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