Todd Hester
Todd Hester
Applied Scientist, Amazon Scout
Adresse e-mail validée de amazon.com
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Deep q-learning from demonstrations
T Hester, M Vecerik, O Pietquin, M Lanctot, T Schaul, B Piot, D Horgan, ...
Thirty-second AAAI conference on artificial intelligence, 2018
5232018
Leveraging demonstrations for deep reinforcement learning on robotics problems with sparse rewards
M Vecerik, T Hester, J Scholz, F Wang, O Pietquin, B Piot, N Heess, ...
arXiv preprint arXiv:1707.08817, 2017
3082017
Challenges of real-world reinforcement learning
G Dulac-Arnold, D Mankowitz, T Hester
arXiv preprint arXiv:1904.12901, 2019
2072019
A novel approach to monitor rehabilitation outcomes in stroke survivors using wearable technology
S Patel, R Hughes, T Hester, J Stein, M Akay, JG Dy, P Bonato
Proceedings of the IEEE 98 (3), 450-461, 2010
1832010
Learning from demonstrations for real world reinforcement learning
T Hester, M Vecerik, O Pietquin, M Lanctot, T Schaul, B Piot, A Sendonaris, ...
1332017
Safe exploration in continuous action spaces
G Dalal, K Dvijotham, M Vecerik, T Hester, C Paduraru, Y Tassa
arXiv preprint arXiv:1801.08757, 2018
1312018
Generalized model learning for reinforcement learning on a humanoid robot
T Hester, M Quinlan, P Stone
2010 IEEE International Conference on Robotics and Automation, 2369-2374, 2010
1302010
Texplore: real-time sample-efficient reinforcement learning for robots
T Hester, P Stone
Machine learning 90 (3), 385-429, 2013
1192013
Using wearable sensors to measure motor abilities following stroke
T Hester, R Hughes, DM Sherrill, B Knorr, M Akay, J Stein, P Bonato
International Workshop on Wearable and Implantable Body Sensor Networks (BSN …, 2006
1132006
Methods and apparatus for using smart environment devices via application program interfaces
I Karp, L Stesin, C Pi-Sunyer, MA McBride, A Dubman, J Lyons, SW Kortz, ...
US Patent 10,638,292, 2020
972020
Intelligent configuration of a smart environment based on arrival time
PP Reddy, M Malhotra, EJ Fisher, T Hester, MA McBride, Y Matsuoka
US Patent App. 14/531,805, 2015
872015
Learned overrides for home security
MR Malhotra, S Le Guen, JA Boyd, JT Lee, T Hester
US Patent 9,520,049, 2016
762016
The utility of temporal abstraction in reinforcement learning.
NK Jong, T Hester, P Stone
AAMAS (1), 299-306, 2008
742008
Intrinsically motivated model learning for developing curious robots
T Hester, P Stone
Artificial Intelligence 247, 170-186, 2017
702017
Generalized model learning for reinforcement learning in factored domains.
T Hester, P Stone
AAMAS (2), 717-724, 2009
682009
RTMBA: A real-time model-based reinforcement learning architecture for robot control
T Hester, M Quinlan, P Stone
2012 IEEE International Conference on Robotics and Automation, 85-90, 2012
662012
Analysis of the severity of dyskinesia in patients with Parkinson's disease via wearable sensors
S Patel, D Sherrill, R Hughes, T Hester, N Huggins, T Lie-Nemeth, ...
International Workshop on Wearable and Implantable Body Sensor Networks (BSN …, 2006
662006
Tracking motor recovery in stroke survivors undergoing rehabilitation using wearable technology
S Patel, R Hughes, T Hester, J Stein, M Akay, J Dy, P Bonato
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
572010
Learning and using models
T Hester, P Stone
Reinforcement learning, 111-141, 2012
532012
Observe and look further: Achieving consistent performance on atari
T Pohlen, B Piot, T Hester, MG Azar, D Horgan, D Budden, G Barth-Maron, ...
arXiv preprint arXiv:1805.11593, 2018
522018
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