Publications

2024

FrugalLight: Symmetry-Aware Cyclic Heterogeneous Intersection Control using Deep RL with Model Compression, Distillation & Domain Knowledge

Sachin Chauhan,Rijurekha Sen. In ACM-JCSS, 2024

WebLight: Deep RL based Multi-modal Intersection Control in Developing Countries without Reliable Cameras

Sachin Chauhan,Rijurekha Sen. In ACM-COMPASS, 2024

2023

AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling

Sachin Chauhan,Zeel Patel,Sayan Ranu,Rijurekha Sen,Nipun Batra. In NeurIPS, 2023

RealLight: DRL based Intersection Control in Developing Countries without Traffic Simulators

Sachin Chauhan,Rijurekha Sen. In NeurIPS, 2023 (Workshop on Computational Sustainability)

2022

DynCNN: Application Dynamism and Ambient Temperature Aware Neural Network Scheduler in Edge Devices for Traffic Control

Omais Shafi, Sachin Chauhan, Gayathri Ananthanarayanan, Rijurekha Sen. In COMPASS, 2022

2020

EcoLight: Intersection Control in Developing Regions Under Extreme Budget and Network Constraints

Sachin Chauhan,Kashish Bansal,Rijurekha Sen. In NeurIPS, 2020