Seuraa
Deepeka Garg
Deepeka Garg
J.P. Morgan AI Research
Vahvistettu sähköpostiosoite verkkotunnuksessa jpmorgan.com
Nimike
Viittaukset
Viittaukset
Vuosi
Deep reinforcement learning for autonomous traffic light control
D Garg, M Chli, G Vogiatzis
2018 3rd IEEE international conference on intelligent transportation …, 2018
662018
Traffic3d: A new traffic simulation paradigm
D Garg, M Chli, G Vogiatzis
ACM, 2019
142019
A deep reinforcement learning agent for traffic intersection control optimization
D Garg, M Chli, G Vogiatzis
2019 ieee intelligent transportation systems conference (itsc), 4222-4229, 2019
102019
Fully-autonomous, vision-based traffic signal control: From simulation to reality
D Garg, M Chli, G Vogiatzis
ACM, 2022
82022
Traffic3d: A rich 3d-traffic environment to train intelligent agents
D Garg, M Chli, G Vogiatzis
Computational Science–ICCS 2019: 19th International Conference, Faro …, 2019
82019
Phantom--A RL-driven multi-agent framework to model complex systems
L Ardon, J Vann, D Garg, T Spooner, S Ganesh
arXiv preprint arXiv:2210.06012, 2022
42022
Multi-agent deep reinforcement learning for traffic optimization through multiple road intersections using live camera feed
D Garg, M Chli, G Vogiatzis
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
22020
Phantom–an rl-driven framework for agent-based modeling of complex economic systems and markets
L Ardon, J Vann, D Garg, T Spooner, S Ganesh
arXiv preprint arXiv:2210.06012, 2022
12022
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis
D Garg, BP Evans, L Ardon, AL Narayanan, J Vann, U Madhushani, ...
arXiv preprint arXiv:2402.17932, 2024
2024
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models
Y Xiao, Y Sun, M Xu, U Madhushani, J Vann, D Garg, S Ganesh
arXiv preprint arXiv:2310.14403, 2023
2023
Autonomous traffic signal control using deep reinforcement learning
D Garg
Aston University, 2020
2020
Traffic3d: An Open-Source Traffic-Based Interactive Framework to Train Ai Agents
D Garg, M Chli, G Vogiatzis, C Bugajski, S Mount
Available at SSRN 4015243, 0
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