Bibek Poudel

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Traffic Control

Top Venues

GECCO Companion

Publications

Bibek Poudel, Weizi Li
CARL: Congestion-Aware Reinforcement Learning for Imitation-based Perturbations in Mixed Traffic Control. CoRR (2024)
Michael Villarreal, Bibek Poudel, Jia Pan, Weizi Li
Mixed Traffic Control and Coordination from Pixels. ICRA (2024)
Bibek Poudel, Adam Cook, Sekou Traore, Shelah Ameli
DocuMint: Docstring Generation for Python using Small Language Models. CoRR (2024)
Bibek Poudel, Weizi Li
Beyond Simulated Drivers: Evaluating the Impact of Real-World Car-Following in Mixed Traffic Control. CoRR (2023)
Michael Villarreal, Bibek Poudel, Weizi Li
Can ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning. CoRR (2023)
Ryan Wickman, Bibek Poudel, Michael Villarreal, Xiaofei Zhang, Weizi Li
Efficient Quality-Diversity Optimization through Diverse Quality Species. GECCO Companion (2023)
Michael Villarreal, Bibek Poudel, Jia Pan, Weizi Li
Hybrid Traffic Control and Coordination from Pixels. CoRR (2023)
Ryan Wickman, Bibek Poudel, Michael Villarreal, Xiaofei Zhang, Weizi Li
Efficient Quality-Diversity Optimization through Diverse Quality Species. CoRR (2023)
Michael Villarreal, Bibek Poudel, Weizi Li
Can ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning. ITSC (2023)
Supriya Sarker, Bibek Poudel, Michael Villarreal, Weizi Li
Traffic Reconstruction and Analysis of Natural Driving Behaviors at Unsignalized Intersections. CoRR (2023)
Bibek Poudel, Thomas Watson, Weizi Li
Learning to Control DC Motor for Micromobility in Real Time With Reinforcement Learning. ITSC (2022)
Michael Villarreal, Bibek Poudel, Ryan Wickman, Yu Shen, Weizi Li
AutoJoin: Efficient Adversarial Training for Robust Maneuvering via Denoising Autoencoder and Joint Learning. CoRR (2022)
Bibek Poudel, Weizi Li
Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models. CoRR (2021)
Bibek Poudel, Weizi Li
Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models. ITSC (2021)
Thomas Watson, Bibek Poudel
Learning to Control Direct Current Motor for Steering in Real Time via Reinforcement Learning. CoRR (2021)