Deepeka Garg

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Reinforcement Learning

Traffic Signal Control

Top Venues

Publications

Deepeka Garg, Benjamin Patrick Evans, Leo Ardon, Annapoorani Lakshmi Narayanan, Jared Vann, Udari Madhushani, Makada Henry-Nickie, Sumitra Ganesh
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis. CoRR (2024)
Yuchen Xiao, Yanchao Sun, Mengda Xu, Udari Madhushani, Jared Vann, Deepeka Garg, Sumitra Ganesh
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models. CoRR (2023)
Leo Ardon, Jared Vann, Deepeka Garg, Thomas Spooner, Sumitra Ganesh
Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems. AAMAS (2023)
Deepeka Garg, Maria Chli, George Vogiatzis
Fully-Autonomous, Vision-based Traffic Signal Control: From Simulation to Reality. AAMAS (2022)
Leo Ardon, Jared Vann, Deepeka Garg, Tom Spooner, Sumitra Ganesh
Phantom - An RL-driven framework for agent-based modeling of complex economic systems and markets. CoRR (2022)
Deepeka Garg, Maria Chli, George Vogiatzis
Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed. ITSC (2020)
Deepeka Garg, Maria Chli, George Vogiatzis
Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents. ICCS (5) (2019)
Deepeka Garg, Maria Chli, George Vogiatzis
Traffic3D: A New Traffic Simulation Paradigm. AAMAS (2019)
Deepeka Garg, Maria Chli, George Vogiatzis
A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization. ITSC (2019)