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Chen Tessler
Chen Tessler
Research Scientist, NVIDIA Research
Geverifieerd e-mailadres voor nvidia.com - Homepage
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A deep hierarchical approach to lifelong learning in minecraft
C Tessler, S Givony, T Zahavy, D Mankowitz, S Mannor
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
3412017
Reward Constrained Policy Optimization
C Tessler, DJ Mankowitz, S Mannor
Seventh International Conference on Learning Representations, 2019
2582019
Action Robust Reinforcement Learning and Applications in Continuous Control
C Tessler, Y Efroni, S Mannor
International Conference on Machine Learning, 6215--6224, 2019
952019
Distributional policy optimization: An alternative approach for continuous control
C Tessler, G Tennenholtz, S Mannor
Advances in Neural Information Processing Systems 32, 1352--1362, 2019
292019
Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces
C Tessler, T Zahavy, D Cohen, DJ Mankowitz, S Mannor
RLDM 2019: The Multi-disciplinary Conference on Reinforcement Learning and …, 2019
17*2019
Reinforcement Learning for Datacenter Congestion Control
C Tessler, Y Shpigelman, G Dalal, A Mandelbaum, D Haritan Kazakov, ...
The Thirty-Fourth Annual Conference on Innovative Applications of Artificial …, 2022
82022
Ensemble Bootstrapping for Q-Learning
O Peer, C Tessler, N Merlis, R Meir
International Conference on Machine Learning 139, 8454--8463, 2021
72021
Inverse reinforcement learning in contextual MDPs
S Belo, P Korsunsky, S Mannor, C Tessler, T Zahavy
Machine Learning, 1--40, 2021
6*2021
Reward tweaking: Maximizing the total reward while planning for short horizons
C Tessler, S Mannor
arXiv preprint arXiv:2002.03327, 2020
6*2020
Language is power: Representing states using natural language in reinforcement learning
E Schwartz, G Tennenholtz, C Tessler, S Mannor
arXiv preprint arXiv:1910.02789, 2019
42019
Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning
P Khanna, G Tennenholtz, N Merlis, S Mannor, C Tessler
arXiv e-prints, arXiv: 1910.01062, 2019
4*2019
Towards Autonomous Grading In The Real World
Y Miron, C Ross, Y Goldfracht, C Tessler, D Di Castro
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
12022
Performing network congestion control utilizing reinforcement learning
S Mannor, C Tessler, Y Shpigelman, A Mandelbaum, G Dalal, D Kazakov, ...
US Patent App. 17/341,210, 2022
2022
Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs
B Fuhrer, Y Shpigelman, C Tessler, S Mannor, G Chechik, E Zahavi, ...
arXiv preprint arXiv:2207.02295, 2022
2022
Deep Reinforcement Learning Works-Now What?
C Tessler
Personal blog, 2020
2020
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Artikelen 1–15