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Michal Nauman

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

4

papers

59

total citations

papers (4)

Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning

Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners

NEURIPS 2025arXiv

Value-Based Deep RL Scales Predictably

Decoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning