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Sandy H Huang
Sandy H Huang
Research Scientist, DeepMind
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Adversarial attacks on neural network policies
S Huang, N Papernot, I Goodfellow, Y Duan, P Abbeel
arXiv preprint arXiv:1702.02284, 2017
10452017
Enabling robots to communicate their objectives
SH Huang, D Held, P Abbeel, AD Dragan
Robotics: Science and Systems (RSS), 2017
1832017
Expressing robot incapability
M Kwon, SH Huang, AD Dragan
Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot …, 2018
1562018
Establishing appropriate trust via critical states
SH Huang, K Bhatia, P Abbeel, AD Dragan
2018 IEEE/RSJ international conference on intelligent robots and systems …, 2018
1412018
Toward personalizing treatment for depression: predicting diagnosis and severity
SH Huang, P LePendu, SV Iyer, M Tai-Seale, D Carrell, NH Shah
Journal of the American Medical Informatics Association 21 (6), 1069-1075, 2014
1412014
Learning agile soccer skills for a bipedal robot with deep reinforcement learning
T Haarnoja, B Moran, G Lever, SH Huang, D Tirumala, J Humplik, ...
Science Robotics 9 (89), eadi8022, 2024
1002024
A Distributional View on Multi-Objective Policy Optimization
A Abdolmaleki, SH Huang, L Hasenclever, M Neunert, HF Song, ...
International Conference on Machine Learning, 2020
862020
Attacking machine learning with adversarial examples
I Goodfellow, N Papernot, S Huang, Y Duan, P Abbeel, J Clark
OpenAI Blog 24, 1, 2017
822017
Nifty: a system for large scale information flow tracking and clustering
C Suen, S Huang, C Eksombatchai, R Sosic, J Leskovec
Proceedings of the 22nd international conference on World Wide Web, 1237-1248, 2013
622013
Learning gentle object manipulation with curiosity-driven deep reinforcement learning
SH Huang, M Zambelli, J Kay, MF Martins, Y Tassa, PM Pilarski, ...
arXiv preprint arXiv:1903.08542, 2019
542019
Leveraging appearance priors in non-rigid registration, with application to manipulation of deformable objects
SH Huang, J Pan, G Mulcaire, P Abbeel
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015
522015
Unifying scene registration and trajectory optimization for learning from demonstrations with application to manipulation of deformable objects
AX Lee, SH Huang, D Hadfield-Menell, E Tzeng, P Abbeel
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2014
442014
A constrained multi-objective reinforcement learning framework
S Huang, A Abdolmaleki, G Vezzani, P Brakel, DJ Mankowitz, M Neunert, ...
Conference on Robot Learning, 883-893, 2022
282022
On multi-objective policy optimization as a tool for reinforcement learning: Case studies in offline RL and finetuning
A Abdolmaleki, SH Huang, G Vezzani, B Shahriari, JT Springenberg, ...
arXiv preprint arXiv:2106.08199, 2021
242021
Exploring exploration: Comparing children with rl agents in unified environments
E Kosoy, J Collins, DM Chan, S Huang, D Pathak, P Agrawal, J Canny, ...
arXiv preprint arXiv:2005.02880, 2020
222020
Adversarial attacks on neural network policies. arXiv 2017
S Huang, N Papernot, I Goodfellow, Y Duan, P Abbeel
arXiv preprint arXiv:1702.02284, 0
22
Nonverbal robot feedback for human teachers
SH Huang, I Huang, R Pandya, AD Dragan
arXiv preprint arXiv:1911.02320, 2019
182019
Human-AI learning performance in multi-armed bandits
R Pandya, SH Huang, D Hadfield-Menell, AD Dragan
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 369-375, 2019
102019
Explaining robot policies
O Watkins, S Huang, J Frost, K Bhatia, E Weiner, P Abbeel, T Darrell, ...
Applied AI Letters 2 (4), e52, 2021
92021
Beyond lowest-warping cost action selection in trajectory transfer
D Hadfield-Menell, AX Lee, C Finn, E Tzeng, S Huang, P Abbeel
2015 IEEE International Conference on Robotics and Automation (ICRA), 3231-3238, 2015
82015
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