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Michal Nauman
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2020 – today
- 2024
- [i6]Michal Nauman, Michal Bortkiewicz, Mateusz Ostaszewski, Piotr Milos, Tomasz Trzcinski, Marek Cygan:
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning. CoRR abs/2403.00514 (2024) - [i5]Michal Nauman, Mateusz Ostaszewski, Marek Cygan:
A Case for Validation Buffer in Pessimistic Actor-Critic. CoRR abs/2403.01014 (2024) - [i4]Michal Nauman, Mateusz Ostaszewski, Krzysztof Jankowski, Piotr Milos, Marek Cygan:
Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control. CoRR abs/2405.16158 (2024) - 2023
- [c1]Michal Nauman, Marek Cygan:
On Many-Actions Policy Gradient. ICML 2023: 25769-25789 - [i3]Michal Nauman, Marek Cygan:
Decoupled Actor-Critic. CoRR abs/2310.19527 (2023) - 2022
- [i2]Michal Nauman, Marek Cygan:
On All-Action Policy Gradients. CoRR abs/2210.13011 (2022) - 2020
- [i1]Michal Nauman, Floris den Hengst
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Low-Variance Policy Gradient Estimation with World Models. CoRR abs/2010.15622 (2020)
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