Continuous Control With Ensemble Deep Deterministic Policy Gradients. - Piotr Januszewski; Mateusz Olko; Michal Królikowski; Jakub Swiatkowski; Marcin Andrychowicz; Lukasz Kucinski; Piotr Milos (CoRR, 2021)

Trust Your 𝛁: Gradient-based Intervention Targeting for Causal Discovery. - Mateusz Olko; Michal Zajac 005; Aleksandra Nowak 001; Nino Scherrer; Yashas Annadani; Stefan Bauer; Lukasz Kucinski; Piotr Milos (NeurIPS, 2023)

tsGT: Stochastic Time Series Modeling With Transformer. - Lukasz Kucinski; Witold Drzewakowski; Mateusz Olko; Piotr Kozakowski; Lukasz Maziarka; Marta Emilia Nowakowska; Lukasz Kaiser; Piotr Milos (CoRR, 2024)

Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery. - Mateusz Olko; Mateusz Gajewski; Joanna Wojciechowska; Mikolaj Morzy; Piotr Sankowski; Piotr Milos (CoRR, 2025)