Friedrich Solowjow

5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

ICML (3) ICLR (1) L4DC (1)

Top co-authors

Sebastian Trimpe (5) Devdutt Subhasish (2) Bernd Frauenknecht (2) Pierre-François Massiani (2) Mona Buisson-Fenet (1) Christian Fiedler (1) Artur Eisele (1)

Keywords

active learning (1) uncertainty quantification (1) gaussian process regression (1) dynamical system (1) information-theoretical properties (1) sample-efficient training (1)

Papers

On Rollouts in Model-Based Reinforcement Learning ICLR 2025

On Statistical Learning Theory for Distributional Inputs ICML 2024

Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption ICML 2024

On the Consistency of Kernel Methods with Dependent Observations ICML 2024

Actively Learning Gaussian Process Dynamics L4DC 2020