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ORCIDDeepeka Garg
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2020 – today
- 2024
[c7]Leo Ardon
, Benjamin Patrick Evans, Deepeka Garg, Annapoorani Lakshmi Narayanan, Makada Henry-Nickie, Sumitra Ganesh:
Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products. ICAIF 2024: 761-769- [i4]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 abs/2402.17932 (2024) - [i3]Leo Ardon, Benjamin Patrick Evans, Deepeka Garg, Annapoorani Lakshmi Narayanan, Makada Henry-Nickie, Sumitra Ganesh:
Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products. CoRR abs/2411.00563 (2024) - 2023
- [c6]Leo Ardon, Jared Vann, Deepeka Garg, Thomas Spooner, Sumitra Ganesh:
Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems. AAMAS 2023: 2742-2744 - [i2]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 abs/2310.14403 (2023) - 2022
- [c5]Deepeka Garg, Maria Chli, George Vogiatzis:
Fully-Autonomous, Vision-based Traffic Signal Control: From Simulation to Reality. AAMAS 2022: 454-462 - [i1]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 abs/2210.06012 (2022) - 2020
- [c4]Deepeka Garg, Maria Chli, George Vogiatzis:
Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed. ITSC 2020: 1-8
2010 – 2019
- 2019
- [c3]Deepeka Garg, Maria Chli, George Vogiatzis:
Traffic3D: A New Traffic Simulation Paradigm. AAMAS 2019: 2354-2356 - [c2]Deepeka Garg, Maria Chli, George Vogiatzis:
Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents. ICCS (5) 2019: 749-755 - [c1]Deepeka Garg, Maria Chli, George Vogiatzis:
A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization. ITSC 2019: 4222-4229
Coauthor Index
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