Chen Tessler | Research

Chen Tessler

I am a research scientist at the Tel-Aviv research lab (Israel). I am interested in challenges within the realm of decision making (RL, planning, control) that arise from real world challenges.

I received my B.Sc. and Ph.D. from the Technion Institute of Technology, where my research focused on the intricate connection between theory and practice in reinforcement learning.

Research Area(s)

Artificial Intelligence and Machine Learning

Main Field of Interest

Artificial Intelligence and Machine Learning

Google Scholar

https://scholar.google.com/citations?user=7eLKa3IAAAAJ&hl=en&oi=ao

Publications

2023

CALM: Conditional Adversarial Latent Models for Directable Virtual Characters

Chen Tessler, Yoni Kasten, Yunrong Guo, Shie Mannor, Gal Chechik, Xue Bin Peng

Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

Benjamin Fuhrer, Yuval Shpigelman, Chen Tessler, Shie Mannor, Gal Chechik, Eitan Zahavy, Gal Dalal

Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning

Pranav Khanna, Guy Tennenholtz, Nadav Merlis, Shie Mannor, Chen Tessler

2022

Reinforcement Learning for Datacenter Congestion Control

Chen Tessler, Yuval Shpigelman, Gal Dalal, Amit Mendelbaum, Doron Kazakov, Benjamin Fuhrer, Gal Chechik, Shie Mannor

IAAI 2022