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Michal Nauman

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

5

Venues

3

Active years

2023–2025

Best venue rank

A*

Where they publish

Papers

5 indexed papers, newest first.

YearVenueTitleAuthors
2025AAAIDecoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning.Michal Nauman, Marek Cygan
2025ICMLValue-Based Deep RL Scales Predictably.Oleh Rybkin, Michal Nauman, Preston Fu, Charlie Victor Snell, Pieter Abbeel, Sergey Levine, Aviral Kumar
2025IJCAIA Case for Validation Buffer in Pessimistic Actor-Critic.Michal Nauman, Mateusz Ostaszewski, Marek Cygan
2024ICMLOverestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning.Michal Nauman, Michal Bortkiewicz, Piotr Milos, Tomasz Trzcinski, Mateusz Ostaszewski, Marek Cygan
2023ICMLOn Many-Actions Policy Gradient.Michal Nauman, Marek Cygan