Marcel Menner

Control and Systems Engineering · 2020

A researcher in the Science corpus: 1 paper; trusts 8 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Control and Systems Engineering — 25 citations into it
• Reinforcement Learning — 10 citations into it

Whom Marcel Menner trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Felix Berkenkamp
2. Marco Claudio Campi
3. Sanket Kamthe

Papers from Marcel Menner's perspective

Ordered by how strongly the researchers Marcel Menner trusts endorse each paper. Same corpus, a different order for every researcher.

1. Pattern Recognition and Machine Learning
2. Safe Model-based Reinforcement Learning with Stability Guarantees
3. Provably safe and robust learning-based model predictive control
4. Robust Constrained Learning-based NMPC enabling reliable mobile robot path tracking
5. A Unifying View of Sparse Approximate Gaussian Process Regression
6. Gaussian process model based predictive control
7. Safe controller optimization for quadrotors with Gaussian processes
8. Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control
9. Sparse Spectrum Gaussian Process Regression
10. Constrained model predictive control: Stability and optimality

Their papers

• Learning-Based Model Predictive Control: Toward Safe Learning in Control (2020) — 910 citations