Traffic3D: A New Traffic Simulation Paradigm. - Deepeka Garg; Maria Chli; George Vogiatzis (AAMAS, 2019)

Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents. - Deepeka Garg; Maria Chli; George Vogiatzis (ICCS (5), 2019)

A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization. - Deepeka Garg; Maria Chli; George Vogiatzis (ITSC, 2019)

Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed. - Deepeka Garg; Maria Chli; George Vogiatzis (ITSC, 2020)

Fully-Autonomous, Vision-based Traffic Signal Control: From Simulation to Reality. - Deepeka Garg; Maria Chli; George Vogiatzis (AAMAS, 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)

Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems. - Leo Ardon; Jared Vann; Deepeka Garg; Thomas Spooner; Sumitra Ganesh (AAMAS, 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)

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 (ICAIF, 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)

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)

Generating Structured Plan Representation of Procedures with LLMs. - Deepeka Garg; Sihan Zeng; Sumitra Ganesh; Leo Ardon (CoRR, 2025)