Shape completion enabled robotic grasping J Varley, C DeChant, A Richardson, J Ruales, P Allen 2017 IEEE/RSJ international conference on intelligent robots and systems …, 2017 | 342 | 2017 |
Generating multi-fingered robotic grasps via deep learning J Varley, J Weisz, J Weiss, P Allen 2015 IEEE/RSJ international conference on intelligent robots and systems …, 2015 | 155 | 2015 |
Scaling up multi-task robotic reinforcement learning D Kalashnikov, J Varley, Y Chebotar, B Swanson, R Jonschkowski, ... Conference on Robot Learning, 557-575, 2022 | 139 | 2022 |
Mt-opt: Continuous multi-task robotic reinforcement learning at scale D Kalashnikov, J Varley, Y Chebotar, B Swanson, R Jonschkowski, ... arXiv preprint arXiv:2104.08212, 2021 | 137 | 2021 |
Actionable models: Unsupervised offline reinforcement learning of robotic skills Y Chebotar, K Hausman, Y Lu, T Xiao, D Kalashnikov, J Varley, A Irpan, ... arXiv preprint arXiv:2104.07749, 2021 | 136 | 2021 |
Robots that ask for help: Uncertainty alignment for large language model planners AZ Ren, A Dixit, A Bodrova, S Singh, S Tu, N Brown, P Xu, L Takayama, ... arXiv preprint arXiv:2307.01928, 2023 | 93 | 2023 |
Multi-modal geometric learning for grasping and manipulation D Watkins-Valls, J Varley, P Allen 2019 International conference on robotics and automation (ICRA), 7339-7345, 2019 | 78 | 2019 |
Mat: Multi-fingered adaptive tactile grasping via deep reinforcement learning B Wu, I Akinola, J Varley, P Allen arXiv preprint arXiv:1909.04787, 2019 | 55 | 2019 |
Generative Attention Learning: A “GenerAL” framework for high-performance multi-fingered grasping in clutter B Wu, I Akinola, A Gupta, F Xu, J Varley, D Watkins-Valls, PK Allen Autonomous Robots 44 (6), 971-990, 2020 | 39 | 2020 |
Learning model predictive controllers with real-time attention for real-world navigation X Xiao, T Zhang, K Choromanski, E Lee, A Francis, J Varley, S Tu, ... arXiv preprint arXiv:2209.10780, 2022 | 36 | 2022 |
Ode to an ODE KM Choromanski, JQ Davis, V Likhosherstov, X Song, JJ Slotine, J Varley, ... Advances in Neural Information Processing Systems 33, 3338-3350, 2020 | 27 | 2020 |
Learning precise 3d manipulation from multiple uncalibrated cameras I Akinola, J Varley, D Kalashnikov 2020 IEEE International Conference on Robotics and Automation (ICRA), 4616-4622, 2020 | 25 | 2020 |
Task level hierarchical system for BCI-enabled shared autonomy I Akinola, B Chen, J Koss, A Patankar, J Varley, P Allen 2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids …, 2017 | 22 | 2017 |
Workspace aware online grasp planning I Akinola, J Varley, B Chen, PK Allen 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 21 | 2018 |
Reward machines for vision-based robotic manipulation A Camacho, J Varley, A Zeng, D Jain, A Iscen, D Kalashnikov 2021 IEEE International Conference on Robotics and Automation (ICRA), 14284 …, 2021 | 20 | 2021 |
Hybrid random features K Choromanski, H Chen, H Lin, Y Ma, A Sehanobish, D Jain, MS Ryoo, ... arXiv preprint arXiv:2110.04367, 2021 | 19 | 2021 |
Time dependence in non-autonomous neural odes JQ Davis, K Choromanski, J Varley, H Lee, JJ Slotine, V Likhosterov, ... arXiv preprint arXiv:2005.01906, 2020 | 14 | 2020 |
Implicit kinematic policies: Unifying joint and cartesian action spaces in end-to-end robot learning A Ganapathi, P Florence, J Varley, K Burns, K Goldberg, A Zeng 2022 International Conference on Robotics and Automation (ICRA), 2656-2662, 2022 | 13 | 2022 |
Disentangled planning and control in vision based robotics via reward machines A Camacho, J Varley, D Jain, A Iscen, D Kalashnikov arXiv preprint arXiv:2012.14464, 2020 | 10 | 2020 |
Visionary: Vision architecture discovery for robot learning I Akinola, A Angelova, Y Lu, Y Chebotar, D Kalashnikov, J Varley, J Ibarz, ... 2021 IEEE International Conference on Robotics and Automation (ICRA), 10779 …, 2021 | 9 | 2021 |