Chen Tessler.

Research Scientist at NVIDIA Research

ctessler@nvidia.com | Google Scholar | LinkedIn | GitHub | Twitter



Previously:

PhD (Direct track) @ Technion Institute of Technology

Research Intern @ BoschAI

Research Intern @ NVIDIA Research

Research Intern @ Google Research

I am a researcher at the NVIDIA Israel (Tel Aviv) Research lab, where we focus on the intersection of perception, action, and reasoning.
Specifically, my research interests are in reinforcement learning and the challenges inherent in training and deploying reinforcement learning methods for solving real-world tasks.
Publications
CALM: Conditional Adversarial Latent Models for Directable Virtual Characters
SIGGRAPH 2023
Chen Tessler, Yoni Kasten, Yunrong Guo, Shie Mannor, Gal Chechik, Xue Bin Peng
Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs
CCGrid 2023
Benjamin Fuhrer, Yuval Shpigelman, Chen Tessler, Shie Mannor, Gal Chechik, Eitan Zahavi, Gal Dalal
Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning
AAMAS 2023
Pranav Khanna, Guy Tennenholtz, Nadav Merlis, Shie Mannor, Chen Tessler
Towards Autonomous Grading In The Real World
IROS 2022
Yakov Miron, Chana Ross, Yuval Goldfracht, Chen Tessler, Dotan Di Castro
Reinforcement Learning for Datacenter Congestion Control
IAAI 2022
Chen Tessler, Yuval Shpigelman, Gal Dalal, Amit Mandelbaum, Doron Haritan Kazakov, Benjamin Fuhrer, Gal Chechik, Shie Mannor
Ensemble Bootstrapping for Q-Learning
ICML 2021
Oren Peer, Chen Tessler, Nadav Merlis, Ron Meir
Inverse reinforcement learning in contextual MDPs
Springer ML 2021
Stav Belo*, Philip Korsunsky*, Shie Mannor*, Chen Tessler*, Tom Zahavy*
Distributional policy optimization: An alternative approach for continuous control
NeurIPS 2019
Chen Tessler*, Guy Tennenholtz*, Shie Mannor
Action Robust Reinforcement Learning and Applications in Continuous Control
ICML 2019
Chen Tessler*, Yonathan Efroni*, Shie Mannor
Reward Constrained Policy Optimization
ICLR 2019
Chen Tessler, Daniel J Mankowitz, Shie Mannor
A Deep Hierarchical Approach to Lifelong Learning in Minecraft
AAAI 2017
Chen Tessler*, Shahar Givony*, Tom Zahavy*, Daniel Mankowitz*, Shie Mannor
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