Shie Mannor
Scholar

Shie Mannor

Google Scholar ID: q1HlbIUAAAAJ
Professor of Electrical Engineering @ Technion & Researcher @ Nvidia
Machine learningReinforcement learningLearning TheoryMarkov Decision Processes
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
20,939
 
H-index
72
 
i10-index
227
 
Publications
20
 
Co-authors
126
list available
Contact
No contact links provided.
Publications
24 items
Horizon Imagination: Efficient On-Policy Training in Diffusion World Models
2026
Cited
0
VLM-Guided Experience Replay
2026
Cited
0
Optimal Sample Complexity for Single Time-Scale Actor-Critic with Momentum
2026
Cited
0
Representative Action Selection for Large Action Space: From Bandits to MDPs
2025
Cited
0
Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces
2025
Cited
0
Spectral Bellman Method: Unifying Representation and Exploration in RL
2025
Cited
0
State Entropy Regularization for Robust Reinforcement Learning
2025
Cited
0
Policy Gradient with Tree Search: Avoiding Local Optimas through Lookahead
2025
Cited
0
Resume (English only)
Co-authors
126 total
Co-author 1
Co-author 1
Constantine Caramanis
Constantine Caramanis
Professor of Electrical and Computer Engineering, UT Austin
Co-author 3
Co-author 3
Warren Gross
Warren Gross
Professor of Electrical and Computer Engineering, McGill University
Gal Dalal
Gal Dalal
Sr. Research Scientist, Nvidia
Chen Tessler
Chen Tessler
Research Scientist, NVIDIA Research
Co-author 7
Co-author 7
Yonathan Efroni
Yonathan Efroni
Tel Aviv University