PPaperPicks

Marek Cygan

9 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

NeurIPS ×4ICML ×3AAAI ×1IJCAI ×1

Frequent coauthors

Michal Nauman
×5
Mateusz Ostaszewski
×3
Jan Ludziejewski
×3
Maciej Pióro
×3
Jakub Krajewski
×3
Michal Krutul
×3
Piotr Milos
×3
Sebastian Jaszczur
×3
Piotr Sankowski
×2
Kamil Adamczewski
×2
Szymon Antoniak
×2
Kamil Ciebiera
×2

Papers

  1. A Case for Validation Buffer in Pessimistic Actor-Critic
    IJCAI 2025 ·
    Michal Nauman
    ,
    Mateusz Ostaszewski
    , Marek Cygan
  2. Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
    NeurIPS 2025 ·
    Michal Nauman
    , Marek Cygan,
    Carmelo Sferrazza
    ,
    Aviral Kumar
    ,
    Pieter Abbeel
  3. Decoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning
    AAAI 2025 ·
    Michal Nauman
    , Marek Cygan
  4. FlySearch: Exploring how vision-language models explore
    NeurIPS 2025 ·
    Adam Pardyl
    ,
    Dominik Matuszek
    ,
    Mateusz Przebieracz
    , Marek Cygan,
    Bartosz Zielinski
    ,
    Maciej Wolczyk
  5. Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient
    ICML 2025 ·
    Jan Ludziejewski
    ,
    Maciej Pióro
    ,
    Jakub Krajewski
    ,
    Maciej Stefaniak
    ,
    Michal Krutul
    ,
    Jan Malasnicki
    , Marek Cygan,
    Piotr Sankowski
    ,
    Kamil Adamczewski
    ,
    Piotr Milos
    ,
    Sebastian Jaszczur
  6. Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
    NeurIPS 2024 ·
    Michal Nauman
    ,
    Mateusz Ostaszewski
    ,
    Krzysztof Jankowski
    ,
    Piotr Milos
    , Marek Cygan
  7. Mixture of Tokens: Continuous MoE through Cross-Example Aggregation
    NeurIPS 2024 ·
    Szymon Antoniak
    ,
    Michal Krutul
    ,
    Maciej Pióro
    ,
    Jakub Krajewski
    ,
    Jan Ludziejewski
    ,
    Kamil Ciebiera
    ,
    Krystian Król
    ,
    Tomasz Odrzygózdz
    , Marek Cygan,
    Sebastian Jaszczur
  8. Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
    ICML 2024 ·
    Michal Nauman
    ,
    Michal Bortkiewicz
    ,
    Piotr Milos
    ,
    Tomasz Trzcinski
    ,
    Mateusz Ostaszewski
    , Marek Cygan
  9. Scaling Laws for Fine-Grained Mixture of Experts
    ICML 2024 ·
    Jan Ludziejewski
    ,
    Jakub Krajewski
    ,
    Kamil Adamczewski
    ,
    Maciej Pióro
    ,
    Michal Krutul
    ,
    Szymon Antoniak
    ,
    Kamil Ciebiera
    ,
    Krystian Król
    ,
    Tomasz Odrzygózdz
    ,
    Piotr Sankowski
    , Marek Cygan,
    Sebastian Jaszczur