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M. van de Panne

8 papers hereh-index 5359 citations13 works total

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

author position
  • middle author3
  • last author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.RO4
  • cs.LG2
  • cs.AI1
  • cs.GR1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedLearning Locomotion Skills Using DeepRL: Does the Choice of Action Space Matter?

134 citations · 137 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.RO2022★ 2 cited

OPT-Mimic: Imitation of Optimized Trajectories for Dynamic Quadruped Behaviors

Yuni Fuchioka, Zhaoming Xie, Michiel van de Panne

Reinforcement Learning (RL) has seen many recent successes for quadruped robot control. The imitation of reference motions provides a simple and powerful prior for guiding solution…

cs.GR2022

Learning to Get Up

Tianxin Tao, Matthew Wilson, Ruiyu Gou +1

Getting up from an arbitrary fallen state is a basic human skill. Existing methods for learning this skill often generate highly dynamic and erratic get-up motions, which do not re…

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