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Dominik Baumann

3 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AISTATS (1) CLeaR (1) L4DC (1)

Top co-authors

Ville Kyrki (1) Abdullah Tokmak (1) Mingwei Deng (1) Thomas B. Schön (1) Sebastian Trimpe (1) Lukas Kesper (1) Kiran G. Krishnan (1)

Research topics

Reinforcement Learning (2) Artificial Intelligence (1) Deep Learning (1) Knowledge & Reasoning (1) Machine Learning (1) Applications (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Types (1) Methods (1) Representation (1)

Keywords

reinforcement learning (1) communication policies (1) covariate shift (1) reproducing kernel hilbert space (1) bayesian optimization (1) transportability (1) causal effect (1) variational autoencoder (1) model-free learning (1) safe exploration (1) distributed control (1) multi-agent system (1) event-triggered control (1) latent contextual bandit (1) proxy (1)

Papers

Safe exploration in reproducing kernel Hilbert spaces AISTATS 2025 Transfer learning in latent contextual bandits with covariate shift through causal transportability CLeaR 2025 Toward Multi-Agent Reinforcement Learning for Distributed Event-Triggered Control L4DC 2023