Deep reinforcement learning for autonomous traffic light control D Garg, M Chli, G Vogiatzis 2018 3rd IEEE international conference on intelligent transportation …, 2018 | 74 | 2018 |
Traffic3d: A new traffic simulation paradigm D Garg, M Chli, G Vogiatzis ACM, 2019 | 14 | 2019 |
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 | 10 | 2019 |
Fully-autonomous, vision-based traffic signal control: From simulation to reality D Garg, M Chli, G Vogiatzis ACM, 2022 | 9 | 2022 |
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 | 8 | 2019 |
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 | 7 | 2022 |
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 | 2 | 2020 |
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 | 1 | 2022 |
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 | | |