Oleg Arenz

5 papers · 2018–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🏆 Keyword Champion (2)

Conferences

ICLR (2) ICML (2) JMLR (1)

Top co-authors

Gerhard Neumann (3) Jan Peters (2) Mingjun Zhong (2) Guoping Zhao (1) Firas Al-Hafez (1) Puze Liu (1) Huaping Liu (1) Bang You (1) Davide Tateo (1) Philipp Becker (1)

Keywords

multimodal distribution (2) variational inference (2) gaussian mixture model (2) trust region (1) approximate inference (1) gradient-free optimization (1) policy search (1) information geometry (1)

Papers

Maximum Total Correlation Reinforcement Learning ICML 2025

LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning ICLR 2023

Expected Information Maximization: Using the I-Projection for Mixture Density Estimation ICLR 2020

Trust-Region Variational Inference with Gaussian Mixture Models JMLR 2020

Efficient Gradient-Free Variational Inference using Policy Search ICML 2018