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Artificial Intelligence Computing Leadership from NVIDIA
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Research Labs
All Research Labs
3D Deep Learning
Applied Research
Autonomous Vehicles
Deep Imagination
Publications
AI Playground
New and Featured
AI Art Gallery
NGC Demos
Research Areas
AI & Machine Learning
3D Deep Learning
Computer Vision
Robotics
All Areas
Careers
Academic Collaborations
Government Collaborations
Graduate Fellowship
Internships
Research Openings
Research Scientists
Meet the Team
Licensing
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Assaf Hallak
Main Field of Interest
Artificial Intelligence and Machine Learning
Publications
2022
On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning
Guy Tenneholtz,
Assaf Hallak
,
Gal Dalal
,
Shie Mannor
,
Gal Chechik
ICLR
2021
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
Gal Dalal
,
Assaf Hallak
,
Steven Dalton
,
Iuri Frosio
,
Shie Mannor
,
Gal Chechik
Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
Planning and Learning with Adaptive Lookahead
Aviv Rosenberg,
Assaf Hallak
,
Shie Mannor
,
Gal Chechik
,
Gal Dalal
Arxiv
