Advertisement · 728 × 90

Posts by Jung-Hoon Cho

I am happy to announce that for the first time my group is participating in the MIT-UF-NEU 2026 Joint Summer Research Camp.

Applications are open until April 17.

More info in thread and here: www.wucathy.com/prospective/

2 weeks ago 1 1 1 0
Sunday, January 5th
Open-Source Data Repositories and Technologies Workshop
Session: Workshop Location: Convention Center, 150A Time: 9:00 AM - 12:00 PM ET
 
Monday, January 6th
Understanding Driver–Pedestrian Interactions to Predict Driver Yielding: Naturalistic Open-Source Data Set Collected in Minnesota
Session: Lectern+Poster Location: Convention Center, Salon B Time: 8:00 AM - 9:45 AM ET

Benchmarking the Capabilities of LLMs in Transportation System Engineering
Session: Poster Location: Convention Center, Hall A Time: 1:30 PM - 3:15 PM ET

V2XPnP: A Real-World Sequential Dataset and Fusion Pipeline for Perception and Prediction with Vehicle-to-Everything Communication
Session: Poster Location: Convention Center, Hall A Time: 1:30 PM - 3:15 PM ET

Introducing RERITE: REproducible Research In Transportation Engineering (RERITE) Working Group
Session: ACP50 Committee Meeting Location: Marriot Marquis, M2 Time: 1:30 PM - 5:30 PM ET
 
Tuesday, January 7th
An Open-Source Framework for Evaluating Cooperative Perception in Urban Areas
Session: Poster Location: Convention Center, Hall A Time: 6:00 PM - 7:30 PM ET

V2X-Real: a Large-scale Dataset for V2X Cooperative Perception
Session: Poster Location: Convention Center, Hall A Time: 6:00 PM - 7:30 PM ET

Imputation and Correction of Traffic Signal Data for Waymo Open Motion Dataset
Session: Poster Location: Convention Center, Hall A Time: 6:00 PM - 7:30 PM ET

Annual Zephyr Reception
Session: Reception Location: Busboys & Poets. Time: 8:00 PM - 10:00 PM ET
 
Wednesday, January 8th
Building Digital Infrastructure: Scalable and Reproducible Data Integration and Traffic Theory for Congestion Bottleneck Identification and Traffic Management Strategy Evaluation
Session: Poster Location: Convention Center, Hall A Time: 8:00 AM - 9:45 AM ET

I-24 MOTION research workshop
Session: Workshop Location: Open Gov Hub meeting space Time: 2:00 PM - 5:00 PM ET

Sunday, January 5th Open-Source Data Repositories and Technologies Workshop Session: Workshop Location: Convention Center, 150A Time: 9:00 AM - 12:00 PM ET Monday, January 6th Understanding Driver–Pedestrian Interactions to Predict Driver Yielding: Naturalistic Open-Source Data Set Collected in Minnesota Session: Lectern+Poster Location: Convention Center, Salon B Time: 8:00 AM - 9:45 AM ET Benchmarking the Capabilities of LLMs in Transportation System Engineering Session: Poster Location: Convention Center, Hall A Time: 1:30 PM - 3:15 PM ET V2XPnP: A Real-World Sequential Dataset and Fusion Pipeline for Perception and Prediction with Vehicle-to-Everything Communication Session: Poster Location: Convention Center, Hall A Time: 1:30 PM - 3:15 PM ET Introducing RERITE: REproducible Research In Transportation Engineering (RERITE) Working Group Session: ACP50 Committee Meeting Location: Marriot Marquis, M2 Time: 1:30 PM - 5:30 PM ET Tuesday, January 7th An Open-Source Framework for Evaluating Cooperative Perception in Urban Areas Session: Poster Location: Convention Center, Hall A Time: 6:00 PM - 7:30 PM ET V2X-Real: a Large-scale Dataset for V2X Cooperative Perception Session: Poster Location: Convention Center, Hall A Time: 6:00 PM - 7:30 PM ET Imputation and Correction of Traffic Signal Data for Waymo Open Motion Dataset Session: Poster Location: Convention Center, Hall A Time: 6:00 PM - 7:30 PM ET Annual Zephyr Reception Session: Reception Location: Busboys & Poets. Time: 8:00 PM - 10:00 PM ET Wednesday, January 8th Building Digital Infrastructure: Scalable and Reproducible Data Integration and Traffic Theory for Congestion Bottleneck Identification and Traffic Management Strategy Evaluation Session: Poster Location: Convention Center, Hall A Time: 8:00 AM - 9:45 AM ET I-24 MOTION research workshop Session: Workshop Location: Open Gov Hub meeting space Time: 2:00 PM - 5:00 PM ET

Reproducible research and open science at #TRBAM! Stop by and thank the authors and organizers for contributing their work openly for the community to build upon.

Curated by the REproducible Research In Transportation Engineering (RERITE) Working Group

Are we missing something? Leave a comment!

1 year ago 10 1 2 0

🌎Excited to present our work, MBTL, at #NeurIPS2024! 🚀 Reliable RL training is critical to applying deep RL to real problems (incl. transportation systems 🚡🚗). DM me if you're attending! Happy to chat about RL, contextual RL, multi-agent systems, and new opportunities!

1 year ago 5 0 0 0
Preview
MIT researchers develop an efficient way to train more reliable AI agents MIT researchers developed an efficient approach for training more reliable reinforcement learning models, focusing on complex tasks that involve variability. This could enable the leverage of reinforc...

Reinforcement learning (RL) remains surprisingly brittle to contextual variations in tasks. Our new method (NeurIPS 2024) for solving contextual RL problems achieves 5-50x better sample efficiency on standard & traffic benchmarks. Featured by MIT news! news.mit.edu/2024/mit-res...

1 year ago 14 3 1 1