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Michal Nauman

7 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3ICML ×2AAAI ×1IJCAI ×1

Frequent coauthors

Preston Fu
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Oleh Rybkin
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Papers

  1. A Case for Validation Buffer in Pessimistic Actor-Critic
    IJCAI 2025 · Michal Nauman
  2. Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
    NeurIPS 2025 · Michal Nauman
  3. Compute-Optimal Scaling for Value-Based Deep RL
    NeurIPS 2025 ·
    Preston Fu
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  4. Decoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning
    AAAI 2025 · Michal Nauman
  5. Value-Based Deep RL Scales Predictably
    ICML 2025 ·
    Oleh Rybkin
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  6. Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
    NeurIPS 2024 · Michal Nauman
  7. Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
    ICML 2024 · Michal Nauman