diff --git a/README.md b/README.md index 4d45d03..988acf3 100644 --- a/README.md +++ b/README.md @@ -151,7 +151,7 @@ We encourage you to take a look at the following presentations to gain a better ### Publications -We encourage you to read and cite the following papers if you use any part of this project for your research: +We encourage you to read and cite the relevant papers if you use any part of this project for your research: #### [AutoDRIVE: A Comprehensive, Flexible and Integrated Digital Twin Ecosystem for Enhancing Autonomous Driving Research and Education](https://arxiv.org/abs/2212.05241) ```bibtex @@ -209,12 +209,12 @@ This work has been published at **2023 IEEE/ASME International Conference on Adv #### [Towards Sim2Real Transfer of Autonomy Algorithms using AutoDRIVE Ecosystem](https://arxiv.org/abs/2307.13272) ```bibtex @eprint{AutoDRIVE-Sim2Real-2023, -title={Towards Sim2Real Transfer of Autonomy Algorithms using AutoDRIVE Ecosystem}, -author={Chinmay Vilas Samak and Tanmay Vilas Samak and Venkat Krovi}, -year={2023}, -eprint={2307.13272}, -archivePrefix={arXiv}, -primaryClass={cs.RO} +title = {Towards Sim2Real Transfer of Autonomy Algorithms using AutoDRIVE Ecosystem}, +author = {Chinmay Vilas Samak and Tanmay Vilas Samak and Venkat Krovi}, +year = {2023}, +eprint ={2307.13272}, +archivePrefix = {arXiv}, +primaryClass = {cs.RO} } ``` This work has been accepted at **2023 AACC/IFAC Modeling, Estimation and Control Conference (MECC).** The open-access publication can be found on [ScienceDirect](https://doi.org/10.1016/j.ifacol.2023.12.037). @@ -222,12 +222,12 @@ This work has been accepted at **2023 AACC/IFAC Modeling, Estimation and Control #### [Multi-Agent Deep Reinforcement Learning for Cooperative and Competitive Autonomous Vehicles using AutoDRIVE Ecosystem](https://arxiv.org/abs/2309.10007) ```bibtex @eprint{AutoDRIVE-MARL-2023, -title={Multi-Agent Deep Reinforcement Learning for Cooperative and Competitive Autonomous Vehicles using AutoDRIVE Ecosystem}, -author={Tanmay Vilas Samak and Chinmay Vilas Samak and Venkat Krovi}, -year={2023}, -eprint={2309.10007}, -archivePrefix={arXiv}, -primaryClass={cs.RO} +title = {Multi-Agent Deep Reinforcement Learning for Cooperative and Competitive Autonomous Vehicles using AutoDRIVE Ecosystem}, +author = {Tanmay Vilas Samak and Chinmay Vilas Samak and Venkat Krovi}, +year = {2023}, +eprint = {2309.10007}, +archivePrefix = {arXiv}, +primaryClass = {cs.RO} } ``` This work has been accepted as Multi-Agent Dynamic Games (MAD-Games) Workshop paper at **2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).** The publication can be found on [MAD-Games Workshop Website](https://iros2023-madgames.f1tenth.org/papers/samak.pdf). @@ -235,18 +235,57 @@ This work has been accepted as Multi-Agent Dynamic Games (MAD-Games) Workshop pa #### [Nigel - Mechatronic Design and Robust Sim2Real Control of an Over-Actuated Autonomous Vehicle](https://arxiv.org/abs/2401.11542) ```bibtex @eprint{Nigel-4WD4WS-2024, -title={Nigel -- Mechatronic Design and Robust Sim2Real Control of an Over-Actuated Autonomous Vehicle}, -author={Chinmay Vilas Samak and Tanmay Vilas Samak and Javad Mohammadpour Velni and Venkat Narayan Krovi}, -year={2024}, -eprint={2401.11542}, -archivePrefix={arXiv}, -primaryClass={cs.RO} +title = {Nigel -- Mechatronic Design and Robust Sim2Real Control of an Over-Actuated Autonomous Vehicle}, +author = {Chinmay Vilas Samak and Tanmay Vilas Samak and Javad Mohammadpour Velni and Venkat Narayan Krovi}, +year = {2024}, +eprint = {2401.11542}, +archivePrefix = {arXiv}, +primaryClass = {cs.RO} +} +``` +This work has been accepted at **IEEE/ASME Transactions on Mechatronics** and additionally accepted to be presented at **2024 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM).** + +#### [Towards Validation of Autonomous Vehicles Across Scales using an Integrated Digital Twin Framework](https://arxiv.org/abs/2402.12670) +```bibtex +@eprint{AutoDRIVE-Autoware-2024, +title = {Towards Validation of Autonomous Vehicles Across Scales using an Integrated Digital Twin Framework}, +author = {Tanmay Vilas Samak and Chinmay Vilas Samak and Venkat Narayan Krovi}, +year = {2024}, +eprint = {2402.12670}, +archivePrefix = {arXiv}, +primaryClass = {cs.RO} +} +``` +This work has been accepted at **2024 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM).** + +#### [A Scalable and Parallelizable Digital Twin Framework for Sustainable Sim2Real Transition of Multi-Agent Reinforcement Learning Systems](https://arxiv.org/abs/2403.10996) +```bibtex +@eprint{AutoDRIVE-DT-MARL-2024, +title = {A Scalable and Parallelizable Digital Twin Framework for Sustainable Sim2Real Transition of Multi-Agent Reinforcement Learning Systems}, +author = {Chinmay Vilas Samak and Tanmay Vilas Samak and Venkat Krovi}, +year = {2024}, +eprint = {2403.10996}, +archivePrefix = {arXiv}, +primaryClass = {cs.RO} +} +``` + +#### [Off-Road Autonomy Validation Using Scalable Digital Twin Simulations Within High-Performance Computing Clusters](https://arxiv.org/abs/2405.04743) +```bibtex +@eprint{AutoDRIVE-HPC-RZR-2024, +title = {Off-Road Autonomy Validation Using Scalable Digital Twin Simulations Within High-Performance Computing Clusters}, +author = {Tanmay Vilas Samak and Chinmay Vilas Samak and Joey Binz and Jonathon Smereka and Mark Brudnak and David Gorsich and Feng Luo and Venkat Krovi}, +year = {2024}, +eprint = {2405.04743}, +archivePrefix = {arXiv}, +primaryClass = {cs.RO} } ``` +This work has been accepted at **2024 Ground Vehicle Systems Engineering and Technology Symposium (GVSETS). Distribution Statement A. Approved for public release; distribution is unlimited. OPSEC #8451.** ### Technical Reports -We encourage you to read and cite the following technical reports if you use any part of this project for your research (these can serve as a good source of documentation as well): +We encourage you to read and cite the relevant technical reports if you use any part of this project for your research (these can serve as a good source of documentation as well): #### [AutoDRIVE - Technical Report](https://arxiv.org/abs/2211.08475) ```bibtex @@ -275,6 +314,20 @@ year = {2022}, copyright = {arXiv.org perpetual, non-exclusive license} } ``` +#### [Autonomy Oriented Digital Twins for Real2Sim2Real Autoware Deployment](https://arxiv.org/abs/2402.14739) +```bibtex +@misc{AutoDRIVE-Autoware-Technical-Report, +doi = {10.48550/arXiv.2402.14739}, +url = {https://doi.org/10.48550/arXiv.2402.14739}, +author = {Chinmay Vilas Samak and Tanmay Vilas Samak}, +title = {Autonomy Oriented Digital Twins for Real2Sim2Real Autoware Deployment}, +year = {2024}, +eprint = {2402.14739}, +archivePrefix = {arXiv}, +primaryClass = {cs.RO} +copyright = {arXiv.org perpetual, non-exclusive license} +} +``` ## Team