Michal Nauman

According to our database, Michal Nauman authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Seeing Through Their Eyes: Evaluating Visual Perspective Taking in Vision Language Models.

Gracjan Góral, Alicja Ziarko, Michal Nauman, Maciej Wolczyk

CoRR, 2024

Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control.

Michal Nauman, Mateusz Ostaszewski, Krzysztof Jankowski, Piotr Milos, Marek Cygan

CoRR, 2024

A Case for Validation Buffer in Pessimistic Actor-Critic.

Michal Nauman, Mateusz Ostaszewski, Marek Cygan

CoRR, 2024

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

Michal Nauman, Michal Bortkiewicz, Piotr Milos, Tomasz Trzcinski, Mateusz Ostaszewski, Marek Cygan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Decoupled Actor-Critic.

Michal Nauman, Marek Cygan

CoRR, 2023

On Many-Actions Policy Gradient.

Michal Nauman, Marek Cygan

Proceedings of the International Conference on Machine Learning, 2023

2022

On All-Action Policy Gradients.

Michal Nauman, Marek Cygan

CoRR, 2022

2020

Low-Variance Policy Gradient Estimation with World Models.

Michal Nauman, Floris den Hengst

CoRR, 2020