PPaperPicks

Marek Cygan

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

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×4ICML ×3AAAI ×1IJCAI ×1

Frequent coauthors

Michal Nauman
DBLP profile ↗ORCID search ↗
×5
Jan Ludziejewski
DBLP profile ↗ORCID search ↗
×2
Adam Pardyl
DBLP profile ↗ORCID search ↗
×1
Szymon Antoniak
DBLP profile ↗ORCID search ↗
×1

Papers

  1. A Case for Validation Buffer in Pessimistic Actor-Critic
    IJCAI 2025 ·
    Michal Nauman
    DBLP profile ↗ORCID search ↗
  2. Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
    NeurIPS 2025 ·
    Michal Nauman
    DBLP profile ↗ORCID search ↗
  3. Decoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning
    AAAI 2025 ·
    Michal Nauman
    DBLP profile ↗ORCID search ↗
  4. FlySearch: Exploring how vision-language models explore
    NeurIPS 2025 ·
    Adam Pardyl
    DBLP profile ↗ORCID search ↗
  5. Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient
    ICML 2025 ·
    Jan Ludziejewski
    DBLP profile ↗ORCID search ↗
  6. Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
    NeurIPS 2024 ·
    Michal Nauman
    DBLP profile ↗ORCID search ↗
  7. Mixture of Tokens: Continuous MoE through Cross-Example Aggregation
    NeurIPS 2024 ·
    Szymon Antoniak
    DBLP profile ↗ORCID search ↗
  8. Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
    ICML 2024 ·
    Michal Nauman
    DBLP profile ↗ORCID search ↗
  9. Scaling Laws for Fine-Grained Mixture of Experts
    ICML 2024 ·
    Jan Ludziejewski
    DBLP profile ↗ORCID search ↗