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researcher

M. Werling

9 papers hereh-index 204k citations50 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.RO3

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedDynamic Input for Deep Reinforcement Learning in Autonomous Driving

54 citations · 74 across the 9 of their papers we have counts for

collaborators
Showing 2024 · cs.ROShow all

1 paper · 2 filters

cs.RO2024

PlanNetX: Learning an Efficient Neural Network Planner from MPC for Longitudinal Control

Jasper Hoffmann, Diego Fernandez, Julien Brosseit +5

Model predictive control (MPC) is a powerful, optimization-based approach for controlling dynamical systems. However, the computational complexity of online optimization can be pro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.