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Franziska Meier — most-cited papers & profile · Reinforcement Learning
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Franziska Meier
25
papers ·
176
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generalized Inner Loop Meta-Learning
2019 · 88 citations
Habitat 2.0: Training Home Assistants to Rearrange their Habitat
2021 · 25 citations
Curious iLQR: Resolving Uncertainty in Model-based RL
2019 · 16 citations
Model-Based Inverse Reinforcement Learning from Visual Demonstrations
2020 · 8 citations
Block Contextual MDPs for Continual Learning
2021 · 3 citations
Learning Time-Invariant Reward Functions through Model-Based Inverse Reinforcement Learning
2021 · 2 citations
A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation
2018 · 1 citations
BC-IRL: Learning Generalizable Reward Functions from Demonstrations
2023 · 1 citations
Residual Learning from Demonstration: Adapting DMPs for Contact-rich Manipulation
2020
Model Based Meta Learning of Critics for Policy Gradients
2022
Top co-authors
Sarah Bechtle
· 4
Todor Davchev
· 3
Akshara Rai
· 2
Amy Zhang
· 2
Andrew Szot
· 2
Dhruv Batra
· 2
Ludovic Righetti
· 2
Subramanian Ramamoorthy
· 2
Zsolt Kira
· 2
Aaron Gokaslan
· 1
Alex Clegg
· 1
Angel Chang
· 1
Topics
Model-Based RL
Meta-RL
Exploration
Policy Gradient
cs.GR
cs.RO
Safe RL
Value-Based
Offline RL