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Marek Cygan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Marek Cygan
7
papers ·
4
citations ·
29
h-index
Warsaw University of Technology · University of Warsaw
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Most-cited papers
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
2024 · 3 citations
Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control
2024 · 1 citations
Reward-Conditioned Reinforcement Learning
2026
Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
2025
On Many-Actions Policy Gradient
2022
On the Theory of Risk-Aware Agents: Bridging Actor-Critic and Economics
2023
Top co-authors
Mateusz Ostaszewski
· 2
Michal Nauman
· 2
Michal Nauman
· 2
Michał Nauman
· 2
Piotr Mi{\l}o\'s
· 2
Aviral Kumar
· 1
Carmelo Sferrazza
· 1
Krzysztof Jankowski
· 1
Micha{\l} Bortkiewicz
· 1
Pieter Abbeel
· 1
Pieter Abbeel
· 1
Tomasz Trzci\'nski
· 1
Topics
Value-Based
Policy Gradient
Model-Based RL
Meta-RL
Offline RL
Exploration
Multi-Agent
Safe RL