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Home/Authors/Sebastian Trimpe

Sebastian Trimpe

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 12:40 AM AMS

8

papers

67

total citations

papers (8)

Local policy search with Bayesian optimization

NEURIPS 2021arXiv

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

Exact Inference for Continuous-Time Gaussian Process Dynamics

On the Consistency of Kernel Methods with Dependent Observations

Learning Hybrid Dynamics Models with Simulator-Informed Latent States

On Rollouts in Model-Based Reinforcement Learning

On kernel-based statistical learning theory in the mean field limit

On Statistical Learning Theory for Distributional Inputs