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Akshara Rai
Akshara Rai
Research Scientist, Facebook AI Research
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Reinforcement learning of clothing assistance with a dual-arm robot
T Tamei, T Matsubara, A Rai, T Shibata
2011 11th IEEE-RAS International Conference on Humanoid Robots, 733-738, 2011
922011
Bayesian optimization using domain knowledge on the ATRIAS biped
A Rai, R Antonova, S Song, W Martin, H Geyer, C Atkeson
2018 IEEE International Conference on Robotics and Automation (ICRA), 1771-1778, 2018
602018
Re-examining linear embeddings for high-dimensional Bayesian optimization
B Letham, R Calandra, A Rai, E Bakshy
Advances in neural information processing systems 33, 1546-1558, 2020
552020
Learning coupling terms for obstacle avoidance
A Rai, F Meier, A Ijspeert, S Schaal
2014 IEEE-RAS international conference on humanoid robots, 512-518, 2014
432014
Using deep reinforcement learning to learn high-level policies on the atrias biped
T Li, H Geyer, CG Atkeson, A Rai
2019 International Conference on Robotics and Automation (ICRA), 263-269, 2019
402019
Learning feedback terms for reactive planning and control
A Rai, G Sutanto, S Schaal, F Meier
2017 IEEE International Conference on Robotics and Automation (ICRA), 2184-2191, 2017
402017
Encoding physical constraints in differentiable newton-euler algorithm
G Sutanto, A Wang, Y Lin, M Mukadam, G Sukhatme, A Rai, F Meier
Learning for Dynamics and Control, 804-813, 2020
382020
Deep kernels for optimizing locomotion controllers
R Antonova, A Rai, CG Atkeson
Conference on Robot Learning, 47-56, 2017
362017
Curious ilqr: Resolving uncertainty in model-based rl
S Bechtle, Y Lin, A Rai, L Righetti, F Meier
Conference on Robot Learning, 162-171, 2020
342020
Model-based inverse reinforcement learning from visual demonstrations
N Das, S Bechtle, T Davchev, D Jayaraman, A Rai, F Meier
Conference on Robot Learning, 1930-1942, 2021
322021
Learning generalizable locomotion skills with hierarchical reinforcement learning
T Li, N Lambert, R Calandra, F Meier, A Rai
2020 IEEE International Conference on Robotics and Automation (ICRA), 413-419, 2020
322020
Using simulation to improve sample-efficiency of Bayesian optimization for bipedal robots
A Rai, R Antonova, F Meier, CG Atkeson
The Journal of Machine Learning Research 20 (1), 1844-1867, 2019
322019
Sample efficient optimization for learning controllers for bipedal locomotion
R Antonova, A Rai, CG Atkeson
2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids …, 2016
312016
Bayesian optimization in variational latent spaces with dynamic compression
R Antonova, A Rai, T Li, D Kragic
Conference on Robot Learning, 456-465, 2020
222020
Efficient and interpretable robot manipulation with graph neural networks
Y Lin, AS Wang, E Undersander, A Rai
IEEE Robotics and Automation Letters 7 (2), 2740-2747, 2022
162022
Planning in learned latent action spaces for generalizable legged locomotion
T Li, R Calandra, D Pathak, Y Tian, F Meier, A Rai
IEEE Robotics and Automation Letters 6 (2), 2682-2689, 2021
132021
Vision-aided dynamic quadrupedal locomotion on discrete terrain using motion libraries
A Agrawal, S Chen, A Rai, K Sreenath
2022 International Conference on Robotics and Automation (ICRA), 4708-4714, 2022
112022
Optimal control for geometric motion planning of a robot diver
R Shu, A Siravuru, A Rai, T Dear, K Sreenath, H Choset
2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016
92016
Learning navigation skills for legged robots with learned robot embeddings
J Truong, D Yarats, T Li, F Meier, S Chernova, D Batra, A Rai
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
82021
Polymetis
Y Lin, AS Wang, G Sutanto, A Rai, F Meier
82021
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학술자료 1–20