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Mathias Lechner — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mathias Lechner
10
papers ·
73
citations ·
16
h-index
TU Wien
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Worm-level Control through Search-based Reinforcement Learning
2017 · 2 citations
Neuronal Circuit Policies
2018 · 2 citations
Infinite Time Horizon Safety of Bayesian Neural Networks
2021 · 1 citations
Learning Control Policies for Stochastic Systems with Reach-avoid Guarantees
2022 · 1 citations
Zero-Overhead Introspection for Adaptive Test-Time Compute
2025
Latent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing
2021
Top co-authors
Radu Grosu
· 3
\DJ}or{\dj}e \v{Z}ikeli\'c
· 2
Krishnendu Chatterjee
· 2
Ramin M. Hasani
· 2
Thomas A. Henzinger
· 2
Andreas Brandst\"atter
· 1
Axel Brunnbauer
· 1
Daniela Rus
· 1
Joey Hong
· 1
Luigi Berducci
· 1
Maxime Labonne
· 1
Ramin Hasani
· 1
Topics
Model-Based RL
Safe RL
Policy Gradient
Exploration
RLHF & Alignment
Meta-RL
Value-Based