Navdeep Kumar
Scholar

Navdeep Kumar

Google Scholar ID: voAamAoAAAAJ
Technion
Robust Reinforcement Learning (RL)Policy Gradient Methods in RLConvex RL
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Citations & Impact
All-time
Citations
149
 
H-index
6
 
i10-index
4
 
Publications
16
 
Co-authors
18
list available
Contact
No contact links provided.
Publications
5 items
Horizon Imagination: Efficient On-Policy Training in Diffusion World Models
2026
Cited
0
Optimal Sample Complexity for Single Time-Scale Actor-Critic with Momentum
2026
Cited
0
Policy Gradient with Tree Search: Avoiding Local Optimas through Lookahead
2025
Cited
0
Dual Formulation for Non-Rectangular Lp Robust Markov Decision Processes
2025
Cited
0
Improved Sample Complexity for Global Convergence of Actor-Critic Algorithms
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
18 total
Shie Mannor
Shie Mannor
Professor of Electrical Engineering @ Technion & Researcher @ Nvidia
Kfir Yehuda Levy
Kfir Yehuda Levy
Associate Professor at Technion - Israel Institute of Technology
Kaixin Wang
Kaixin Wang
Microsoft Research
Uri Gadot
Uri Gadot
M.Sc. student, Technion Israel Institute of Technology
Esther Derman
Esther Derman
Mila - Quebec AI Institute
Matthieu Geist
Matthieu Geist
Earth Species Project (ex-google, ex-cohere, on leave of Professor, Université de Lorraine)
Maxence Mohamed ELFATIHI
Maxence Mohamed ELFATIHI
École Polytechnique
Alexandre Reiffers-Masson
Alexandre Reiffers-Masson
Associate Prof, IMT Atlantique