Annika Eichler

2 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ICML (1) L4DC (1)

Top co-authors

Christian Hespe (1) Oliver Stein (1) Jan Kaiser (1) Jannis Lübsen (1)

Research topics

Artificial Intelligence (2) Core AI (2) Machine Learning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Applications (1) Bayesian & Probabilistic (1) Learning Paradigms (1) Learning Types (1) Optimization (1) Optimization & Theory (1)

Keywords

reinforcement learning (1) multi-task learning (1) offline reinforcement learning (1) markov chain monte carlo (1) gaussian process (1) optimal control (1) partial observability (1) bayesian optimization (1) hyperparameter tuning (1) safe optimization (1) particle accelerator (1) simulated training (1)

Papers

Towards safe multi-task Bayesian optimization L4DC 2024 Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training ICML 2022