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Gregory Kahn
Gregory Kahn
Email confirmado em berkeley.edu - Página inicial
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Neural network dynamics for model-based deep reinforcement learning with model-free fine-tuning
A Nagabandi, G Kahn, RS Fearing, S Levine
2018 IEEE International Conference on Robotics and Automation (ICRA), 7559-7566, 2018
11362018
Learning deep control policies for autonomous aerial vehicles with mpc-guided policy search
T Zhang, G Kahn, S Levine, P Abbeel
Robotics and Automation (ICRA), 2016 IEEE International Conference on, 528-535, 2016
5252016
Uncertainty-Aware Reinforcement Learning for Collision Avoidance
G Kahn, A Villaflor, V Pong, P Abbeel, S Levine
arXiv preprint arXiv:1702.01182, 2017
3572017
Self-supervised deep reinforcement learning with generalized computation graphs for robot navigation
G Kahn, A Villaflor, B Ding, P Abbeel, S Levine
2018 IEEE International Conference on Robotics and Automation (ICRA), 1-8, 2018
3422018
Badgr: An autonomous self-supervised learning-based navigation system
G Kahn, P Abbeel, S Levine
IEEE Robotics and Automation Letters 6 (2), 1312-1319, 2021
2522021
Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping
B Charrow, G Kahn, S Patil, S Liu, K Goldberg, P Abbeel, N Michael, ...
Robotics: Science and Systems, 2015
2072015
Plato: Policy learning using adaptive trajectory optimization
G Kahn, T Zhang, S Levine, P Abbeel
Robotics and Automation (ICRA), 2017 IEEE International Conference on, 3342-3349, 2017
1612017
Autonomous multilateral debridement with the raven surgical robot
B Kehoe, G Kahn, J Mahler, J Kim, A Lee, A Lee, K Nakagawa, S Patil, ...
2014 IEEE International Conference on Robotics and Automation (ICRA), 1432-1439, 2014
1482014
Generalization through simulation: Integrating simulated and real data into deep reinforcement learning for vision-based autonomous flight
K Kang, S Belkhale, G Kahn, P Abbeel, S Levine
2019 International Conference on Robotics and Automation (ICRA), 6008-6014, 2019
1392019
Scaling up gaussian belief space planning through covariance-free trajectory optimization and automatic differentiation
S Patil, G Kahn, M Laskey, J Schulman, K Goldberg, P Abbeel
Algorithmic Foundations of Robotics XI: Selected Contributions of the …, 2015
1082015
Model-based meta-reinforcement learning for flight with suspended payloads
S Belkhale, R Li, G Kahn, R McAllister, R Calandra, S Levine
IEEE Robotics and Automation Letters 6 (2), 1471-1478, 2021
792021
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), 13215 …, 2021
722021
Open x-embodiment: Robotic learning datasets and rt-x models
A Padalkar, A Pooley, A Jain, A Bewley, A Herzog, A Irpan, A Khazatsky, ...
arXiv preprint arXiv:2310.08864, 2023
702023
Active Exploration using Trajectory Optimization for Robotic Grasping in the Presence of Occlusions
G Kahn, P Sujan, S Patil, S Bopardikar, J Ryde, K Goldberg, P Abbeel
Robotics and Automation (ICRA), 2015 IEEE International Conference on, 2015
572015
Learning Image-Conditioned Dynamics Models for Control of Underactuated Legged Millirobots
A Nagabandi, G Yang, T Asmar, R Pandya, G Kahn, S Levine, RS Fearing
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
52*2018
Rapid exploration for open-world navigation with latent goal models
D Shah, B Eysenbach, G Kahn, N Rhinehart, S Levine
arXiv preprint arXiv:2104.05859, 2021
492021
LaND: Learning to Navigate from Disengagements
G Kahn, P Abbeel, S Levine
IEEE Robotics and Automation Letters 6 (2), 1872-1879, 2021
482021
Robustness to out-of-distribution inputs via task-aware generative uncertainty
R McAllister, G Kahn, J Clune, S Levine
2019 International Conference on Robotics and Automation (ICRA), 2083-2089, 2019
402019
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation
G Kahn, A Villaflor, P Abbeel, S Levine
2nd Conference on Robot Learning (CoRL 2018), Zürich, Switzerland, 2018
202018
Occlusion-aware multi-robot 3D tracking
K Hausman, G Kahn, S Patil, J Müller, K Goldberg, P Abbeel, ...
Intelligent Robots and Systems (IROS), 2016 IEEE/RSJ International …, 2016
42016
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