Deepeka Garg

According to our database, Deepeka Garg authored at least 13 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PADME: Procedure Aware DynaMic Execution.

Deepeka Garg, Sihan Zeng, Annapoorani Lakshmi Narayanan, Sumitra Ganesh, Leo Ardon

CoRR, October, 2025

Generating Structured Plan Representation of Procedures with LLMs.

Deepeka Garg, Sihan Zeng, Sumitra Ganesh, Leo Ardon

CoRR, April, 2025

Generative AI Agents for Knowledge Work Augmentation in Finance.

Sumitra Ganesh, Leo Ardon, Daniel Borrajo, Deepeka Garg, Udari Madhushani Sehwag, Annapoorani Lakshmi Narayanan, Giuseppe Canonaco, Manuela M. Veloso

Annu. Rev. Control. Robotics Auton. Syst., 2025

2024

A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis.

Deepeka Garg, Benjamin Patrick Evans, Leo Ardon, Annapoorani Lakshmi Narayanan, Jared Vann, Udari Madhushani, Makada Henry-Nickie, Sumitra Ganesh

CoRR, 2024

Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products.

Leo Ardon, Benjamin Patrick Evans, Deepeka Garg, Annapoorani Lakshmi Narayanan, Makada Henry-Nickie, Sumitra Ganesh

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models.

Yuchen Xiao, Yanchao Sun, Mengda Xu, Udari Madhushani, Jared Vann, Deepeka Garg, Sumitra Ganesh

CoRR, 2023

Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems.

Leo Ardon, Jared Vann, Deepeka Garg, Thomas Spooner, Sumitra Ganesh

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Phantom - An RL-driven framework for agent-based modeling of complex economic systems and markets.

Leo Ardon, Jared Vann, Deepeka Garg, Tom Spooner, Sumitra Ganesh

CoRR, 2022

Fully-Autonomous, Vision-based Traffic Signal Control: From Simulation to Reality.

Deepeka Garg, Maria Chli, George Vogiatzis

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2020

Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed.

Deepeka Garg, Maria Chli, George Vogiatzis

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization.

Deepeka Garg, Maria Chli, George Vogiatzis

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents.

Deepeka Garg, Maria Chli, George Vogiatzis

Proceedings of the Computational Science - ICCS 2019, 2019

Traffic3D: A New Traffic Simulation Paradigm.

Deepeka Garg, Maria Chli, George Vogiatzis

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019