| Open x-embodiment: Robotic learning datasets and rt-x models A Padalkar, A Pooley, A Jain, A Bewley, A Herzog, A Irpan, A Khazatsky, ... 2024 IEEE International Conference on Robotics and Automation (ICRA), 2023 | 437* | 2023 |
| LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action D Shah, B Osinski, B Ichter, S Levine 6th Annual Conference on Robot Learning (CoRL), 2022 | 421 | 2022 |
| The Ingredients of Real-World Robotic Reinforcement Learning H Zhu, J Yu, A Gupta, D Shah, K Hartikainen, A Singh, V Kumar, S Levine International Conference on Learning Representations (ICLR), 2020 | 205 | 2020 |
| ViNT: A Foundation Model for Visual Navigation D Shah, A Sridhar, N Dashora, K Stachowicz, K Black, N Hirose, S Levine 7th Annual Conference on Robot Learning (CoRL), 2023 | 120 | 2023 |
| Grounded decoding: Guiding text generation with grounded models for embodied agents W Huang, F Xia, D Shah, D Driess, A Zeng, Y Lu, P Florence, I Mordatch, ... Advances in Neural Information Processing Systems (NeurIPS), 2024 | 114* | 2024 |
| Navigation with Large Language Models: Semantic Guesswork as a Heuristic for Planning D Shah, MR Equi, B Osiński, F Xia, S Levine 7th Annual Conference on Robot Learning (CoRL), 2023 | 100 | 2023 |
| ViNG: Learning Open-World Navigation with Visual Goals D Shah, B Eysenbach, G Kahn, N Rhinehart, S Levine 2021 IEEE International Conference on Robotics and Automation (ICRA), 2020 | 97 | 2020 |
| GNM: A General Navigation Model to Drive Any Robot D Shah, A Sridhar, A Bhorkar, N Hirose, S Levine 2023 IEEE International Conference on Robotics and Automation (ICRA), 2022 | 91 | 2022 |
| Homerobot: Open-vocabulary mobile manipulation S Yenamandra, A Ramachandran, K Yadav, A Wang, M Khanna, T Gervet, ... 7th Annual Conference on Robot Learning (CoRL), 2023 | 81 | 2023 |
| NoMaD: Goal masked diffusion policies for navigation and exploration A Sridhar, D Shah, C Glossop, S Levine 2024 IEEE International Conference on Robotics and Automation (ICRA), 2023 | 71 | 2023 |
| Rapid Exploration for Open-World Navigation With Latent Goal Models D Shah, B Eysenbach, N Rhinehart, S Levine 5th Annual Conference on Robot Learning (CoRL), 2021 | 69 | 2021 |
| Aerial Manipulation Using Hybrid Force and Position NMPC Applied to Aerial Writing D Tzoumanikas, F Graule, Q Yan, D Shah, M Popovic, S Leutenegger Robotics: Science and Systems (RSS) XVI, 2020 | 65 | 2020 |
| GOAT: GO to Any Thing M Chang, T Gervet, M Khanna, S Yenamandra, D Shah, SY Min, K Shah, ... Robotics: Science and Systems (RSS) XX, 2023 | 56 | 2023 |
| ViKiNG: Vision-Based Kilometer-Scale Navigation with Geographic Hints D Shah, S Levine Robotics: Science and Systems (RSS) XVIII, 2022 | 54 | 2022 |
| Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning D Shah, P Xu, Y Lu, T Xiao, A Toshev, S Levine, B Ichter International Conference on Learning Representations (ICLR) 2022, 2021 | 40 | 2021 |
| SACSoN: Scalable Autonomous Control for Social Navigation N Hirose, D Shah, A Sridhar, S Levine IEEE Robotics and Automation Letters 9 (1), 49-56, 2023 | 26* | 2023 |
| Swarm Aggregation Without Communication and Global Positioning D Shah, L Vachhani IEEE Robotics and Automation Letters 4 (2), 886-893, 2019 | 25 | 2019 |
| Learning robotic navigation from experience: principles, methods and recent results S Levine, D Shah Philosophical Transactions of the Royal Society B 378 (1869), 20210447, 2023 | 24 | 2023 |
| Offline Reinforcement Learning for Visual Navigation D Shah, A Bhorkar, H Leen, I Kostrikov, N Rhinehart, S Levine 6th Annual Conference on Robot Learning (CoRL), 2022 | 24* | 2022 |
| Pushing the limits of cross-embodiment learning for manipulation and navigation J Yang, C Glossop, A Bhorkar, D Shah, Q Vuong, C Finn, D Sadigh, ... Robotics: Science and Systems (RSS) XX, 2024 | 23 | 2024 |
Sergey LevineUC Berkeley, Physical IntelligenceVerified email at eecs.berkeley.edu
