Navdeep Kumar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
5
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Global Convergence of Policy Gradient in Average Reward MDPs. | Navdeep Kumar, Yashaswini Murthy, Itai Shufaro, Kfir Yehuda Levy, R. Srikant, Shie Mannor |
| 2024 | AAAI | Solving Non-rectangular Reward-Robust MDPs via Frequency Regularization. | Uri Gadot, Esther Derman, Navdeep Kumar, Maxence Mohamed Elfatihi, Kfir Levy, Shie Mannor |
| 2024 | ICLR | Policy Gradient with Tree Search (PGTS) in Reinforcement Learning Evades Local Maxima. | Navdeep Kumar, Priyank Agrawal, Kfir Yehuda Levy, Shie Mannor |
| 2024 | ICLR | Towards Faster Global Convergence of Robust Policy Gradient Methods. | Navdeep Kumar, Ilnura Usmanova, Kfir Yehuda Levy, Shie Mannor |
| 2024 | ICLR | Learning the Uncertainty Set in Robust Markov Decision Process. | Navdeep Kumar, Kaixin Wang, Uri Gadot, Kfir Yehuda Levy, Shie Mannor |
| 2024 | ICLR | Policy Gradient for Reinforcement Learning with General Utilities. | Navdeep Kumar, Kaixin Wang, Utkarsh Pratiush, Kfir Yehuda Levy, Shie Mannor |
| 2024 | ICML | Bring Your Own (Non-Robust) Algorithm to Solve Robust MDPs by Estimating The Worst Kernel. | Uri Gadot, Kaixin Wang, Navdeep Kumar, Kfir Yehuda Levy, Shie Mannor |
| 2024 | ICML | Efficient Value Iteration for s-rectangular Robust Markov Decision Processes. | Navdeep Kumar, Kaixin Wang, Kfir Yehuda Levy, Shie Mannor |
| 2022 | ECCV | Empirical Evaluation of Deep Learning Approaches for Landmark Detection in Fish Bioimages. | Navdeep Kumar, Claudia Di Biagio, Zachary Dellacqua, Ratish Raman, Arianna Martini, Clara Boglione, Marc Muller, Pierre Geurts, Raphal Mare |
| 2022 | ICML | The Geometry of Robust Value Functions. | Kaixin Wang, Navdeep Kumar, Kuangqi Zhou, Bryan Hooi, Jiashi Feng, Shie Mannor |
| 2021 | CAIP | Deep Learning Approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images. | Navdeep Kumar, Alessio Carletti, Paulo Jorge Gavaia, Marc Muller, M. Leonor Cancela, Pierre Geurts, Raphal Mare |