Deepeka Garg

14 papers A 3Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generating Structured Plan Representation of Procedures with LLMs.
CoRR
Deepeka Garg, Sihan Zeng, Sumitra Ganesh, Leo Ardon
2025 J jnl
Generative AI Agents for Knowledge Work Augmentation in Finance.
Annu. Rev. Control. Robotics Auton. Syst.
Sumitra Ganesh, Leo Ardon, Daniel Borrajo, Deepeka Garg, Udari Madhushani Sehwag, Annapoorani Lakshmi Narayanan, Giuseppe Canonaco, Manuela M. Veloso
2025 J jnl
PADME: Procedure Aware DynaMic Execution.
CoRR
Deepeka Garg, Sihan Zeng, Annapoorani Lakshmi Narayanan, Sumitra Ganesh, Leo Ardon
2024 J jnl
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis.
CoRR
Deepeka Garg, Benjamin Patrick Evans, Leo Ardon, Annapoorani Lakshmi Narayanan, Jared Vann, Udari Madhushani, Makada Henry-Nickie, Sumitra Ganesh
2024 — conf
Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products.
ICAIF
Leo Ardon, Benjamin Patrick Evans, Deepeka Garg, Annapoorani Lakshmi Narayanan, Makada Henry-Nickie, Sumitra Ganesh
2024 J jnl
Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products.
CoRR
Leo Ardon, Benjamin Patrick Evans, Deepeka Garg, Annapoorani Lakshmi Narayanan, Makada Henry-Nickie, Sumitra Ganesh
2023 J jnl
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models.
CoRR
Yuchen Xiao, Yanchao Sun, Mengda Xu, Udari Madhushani, Jared Vann, Deepeka Garg, Sumitra Ganesh
2023 A conf
Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems.
AAMAS
Leo Ardon, Jared Vann, Deepeka Garg, Thomas Spooner, Sumitra Ganesh
2022 A conf
Fully-Autonomous, Vision-based Traffic Signal Control: From Simulation to Reality.
AAMAS
Deepeka Garg, Maria Chli, George Vogiatzis
2022 J jnl
Phantom - An RL-driven framework for agent-based modeling of complex economic systems and markets.
CoRR
Leo Ardon, Jared Vann, Deepeka Garg, Tom Spooner, Sumitra Ganesh
2020 — conf
Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed.
ITSC
Deepeka Garg, Maria Chli, George Vogiatzis
2019 — conf
A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization.
ITSC
Deepeka Garg, Maria Chli, George Vogiatzis
2019 A conf
Traffic3D: A New Traffic Simulation Paradigm.
AAMAS
Deepeka Garg, Maria Chli, George Vogiatzis
2019 — conf
Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents.
ICCS (5)
Deepeka Garg, Maria Chli, George Vogiatzis