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Deepeka Garg
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 8
Top Topics
Traffic Signal Control
Learning Agent
Urban Traffic
Reinforcement Learning
Top Venues
AAMAS
ITSC
CoRR
ICCS (5)
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Publications
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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)