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Matthew Sivaprakasam
Matthew Sivaprakasam
在 andrew.cmu.edu 的电子邮件经过验证 - 首页
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Tartandrive: A large-scale dataset for learning off-road dynamics models
S Triest, M Sivaprakasam, SJ Wang, W Wang, AM Johnson, S Scherer
2022 International Conference on Robotics and Automation (ICRA), 2546-2552, 2022
382022
Learning risk-aware costmaps via inverse reinforcement learning for off-road navigation
S Triest, MG Castro, P Maheshwari, M Sivaprakasam, W Wang, S Scherer
2023 IEEE International Conference on Robotics and Automation (ICRA), 924-930, 2023
132023
Improving off-road planning techniques with learned costs from physical interactions
M Sivaprakasam, S Triest, W Wang, P Yin, S Scherer
2021 IEEE International Conference on Robotics and Automation (ICRA), 4844-4850, 2021
122021
Tartandrive 2.0: More modalities and better infrastructure to further self-supervised learning research in off-road driving tasks
M Sivaprakasam, P Maheshwari, MG Castro, S Triest, M Nye, S Willits, ...
arXiv preprint arXiv:2402.01913, 2024
42024
PIAug--Physics Informed Augmentation for Learning Vehicle Dynamics for Off-Road Navigation
P Maheshwari, W Wang, S Triest, M Sivaprakasam, S Aich, JG Rogers III, ...
arXiv preprint arXiv:2311.00815, 2023
32023
TartanDrive 1.5: Improving Large Multimodal Robotics Dataset Collection and Distribution
M Sivaprakasam, S Triest, MG Castro, M Nye, M Maulimov, C Ho, ...
ICRA2023 Workshop on Pretraining for Robotics (PT4R), 2023
22023
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution, Off-Road Mapping
S Aich, W Wang, P Maheshwari, M Sivaprakasam, S Triest, C Ho, ...
arXiv preprint arXiv:2403.11876, 2024
2024
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