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Moritz Werling — most-cited papers & profile · Reinforcement Learning
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Moritz Werling
6
papers ·
83
citations ·
17
h-index
Karlsruhe Institute of Technology · DVGW-Forschungsstelle am Engler-Bunte-Institut des Karlsruher Instituts für Technologie
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Most-cited papers
Dynamic Input for Deep Reinforcement Learning in Autonomous Driving
2019 · 64 citations
Deep Constrained Q-learning
2020 · 14 citations
Deep Inverse Q-learning with Constraints
2020 · 4 citations
Deep Surrogate Q-Learning for Autonomous Driving
2020 · 1 citations
Dynamic Interaction-Aware Scene Understanding for Reinforcement Learning in Autonomous Driving
2019
Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning
2022
Top co-authors
Joschka Boedecker
· 6
Gabriel Kalweit
· 5
Maria Huegle
· 3
Branka Mirchevska
· 2
Maria H\"ugle
· 1
Maria Kalweit
· 1
Topics
Value-Based
Offline RL
Multi-Agent
Safe RL
Model-Based RL