PPaperPicks

Shie Mannor

Technion - Israel Institute of Technology, Department of Electrical Engineering, Haifa, Israel

25 papers at tracked venues · 24 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-4439-7647 ↗Google Scholar ↗Homepage ↗

Venues

ICML ×9ICLR ×7NeurIPS ×6AAAI ×1CVPR ×1ECCV ×1

Frequent coauthors

Navdeep Kumar
×10
Kfir Yehuda Levy
×10
Gal Dalal
×5
Uri Gadot
×5
Kaixin Wang
×5
Gal Chechik
×4
Jeongyeol Kwon
×3
R. Srikant
×3
Assaf Hallak
×3
Esther Derman
×3
Mirco Mutti
×2
Mark Kozdoba
×2

Papers

  1. A Classification View on Meta Learning Bandits
    ICML 2025 ·
    Mirco Mutti
    ,
    Jeongyeol Kwon
    , Shie Mannor,
    Aviv Tamar
  2. Efficient Fairness-Performance Pareto Front Computation
    NeurIPS 2025 ·
    Mark Kozdoba
    ,
    Binyamin Perets
    , Shie Mannor
  3. Global Convergence of Policy Gradient in Average Reward MDPs
    ICLR 2025 ·
    Navdeep Kumar
    ,
    Yashaswini Murthy
    ,
    Itai Shufaro
    ,
    Kfir Yehuda Levy
    ,
    R. Srikant
    , Shie Mannor
  4. Non-rectangular Robust MDPs with Normed Uncertainty Sets
    NeurIPS 2025 ·
    Navdeep Kumar
    ,
    Adarsh Gupta
    ,
    Maxence Mohamed Elfatihi
    ,
    Giorgia Ramponi
    ,
    Kfir Y. Levy
    , Shie Mannor
  5. On Bits and Bandits: Quantifying the Regret-Information Trade-off
    ICLR 2025 ·
    Itai Shufaro
    ,
    Nadav Merlis
    ,
    Nir Weinberger
    , Shie Mannor
  6. On the Convergence of Single-Timescale Actor-Critic
    NeurIPS 2025 ·
    Navdeep Kumar
    ,
    Priyank Agrawal
    ,
    Giorgia Ramponi
    ,
    Kfir Y. Levy
    , Shie Mannor
  7. Policy Gradient with Tree Expansion
    ICML 2025 ·
    Gal Dalal
    ,
    Assaf Hallak
    ,
    Gugan Thoppe
    , Shie Mannor,
    Gal Chechik
  8. Policy Optimized Text-to-Image Pipeline Design
    NeurIPS 2025 ·
    Uri Gadot
    ,
    Rinon Gal
    ,
    Yftah Ziser
    ,
    Gal Chechik
    , Shie Mannor
  9. RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
    CVPR 2025 ·
    Uri Gadot
    ,
    Assaf Shocher
    , Shie Mannor,
    Gal Chechik
    ,
    Assaf Hallak
  10. Reinforcement Learning with Segment Feedback
    ICML 2025 ·
    Yihan Du
    ,
    Anna Winnicki
    ,
    Gal Dalal
    , Shie Mannor,
    R. Srikant
  11. State Entropy Regularization for Robust Reinforcement Learning
    NeurIPS 2025 ·
    Yonatan Ashlag
    ,
    Uri Koren
    ,
    Mirco Mutti
    ,
    Esther Derman
    ,
    Pierre-Luc Bacon
    , Shie Mannor
  12. Bring Your Own (Non-Robust) Algorithm to Solve Robust MDPs by Estimating The Worst Kernel
    ICML 2024 ·
    Uri Gadot
    ,
    Kaixin Wang
    ,
    Navdeep Kumar
    ,
    Kfir Yehuda Levy
    , Shie Mannor
  13. Efficient Value Iteration for s-rectangular Robust Markov Decision Processes
    ICML 2024 ·
    Navdeep Kumar
    ,
    Kaixin Wang
    ,
    Kfir Yehuda Levy
    , Shie Mannor
  14. Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization
    ICML 2024 ·
    Yihan Du
    ,
    Anna Winnicki
    ,
    Gal Dalal
    , Shie Mannor,
    R. Srikant
  15. Improving Token-Based World Models with Parallel Observation Prediction
    ICML 2024 ·
    Lior Cohen
    ,
    Kaixin Wang
    ,
    Bingyi Kang
    , Shie Mannor
  16. Learning the Uncertainty Set in Robust Markov Decision Process
    ICLR 2024 ·
    Navdeep Kumar
    ,
    Kaixin Wang
    ,
    Uri Gadot
    ,
    Kfir Yehuda Levy
    , Shie Mannor
  17. PlaMo: Plan and Move in Rich 3D Physical Environments
    ECCV 2024 ·
    Assaf Hallak
    ,
    Gal Dalal
    ,
    Chen Tessler
    ,
    Kelly Guo
    , Shie Mannor,
    Gal Chechik
  18. Policy Gradient for Reinforcement Learning with General Utilities
    ICLR 2024 ·
    Navdeep Kumar
    ,
    Kaixin Wang
    ,
    Utkarsh Pratiush
    ,
    Kfir Yehuda Levy
    , Shie Mannor
  19. Policy Gradient with Tree Search (PGTS) in Reinforcement Learning Evades Local Maxima
    ICLR 2024 ·
    Navdeep Kumar
    ,
    Priyank Agrawal
    ,
    Kfir Yehuda Levy
    , Shie Mannor
  20. Prospective Side Information for Latent MDPs
    ICML 2024 ·
    Jeongyeol Kwon
    ,
    Yonathan Efroni
    , Shie Mannor,
    Constantine Caramanis
  21. RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
    NeurIPS 2024 ·
    Jeongyeol Kwon
    , Shie Mannor,
    Constantine Caramanis
    ,
    Yonathan Efroni
  22. Sobolev Space Regularised Pre Density Models
    ICML 2024 ·
    Mark Kozdoba
    ,
    Binyamin Perets
    , Shie Mannor
  23. Solving Non-rectangular Reward-Robust MDPs via Frequency Regularization
    AAAI 2024 ·
    Uri Gadot
    ,
    Esther Derman
    ,
    Navdeep Kumar
    ,
    Maxence Mohamed Elfatihi
    ,
    Kfir Levy
    , Shie Mannor
  24. Towards Faster Global Convergence of Robust Policy Gradient Methods
    ICLR 2024 ·
    Navdeep Kumar
    ,
    Ilnura Usmanova
    ,
    Kfir Yehuda Levy
    , Shie Mannor
  25. Tree Search-Based Policy Optimization under Stochastic Execution Delay
    ICLR 2024 ·
    David Valensi
    ,
    Esther Derman
    , Shie Mannor,
    Gal Dalal