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researcher

M. Vavrecka

3 papers hereh-index 7177 citations48 works total

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

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.HC1
  • cs.NE1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedTeaching robots to imitate a human with no on-teacher sensors. What are the key challenges?

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.RO2020

myGym: Modular Toolkit for Visuomotor Robotic Tasks

Michal Vavrecka, Nikita Sokovnin, Megi Mejdrechova +2

We introduce a novel virtual robotic toolkit myGym, developed for reinforcement learning (RL), intrinsic motivation and imitation learning tasks trained in a 3D simulator. The trai…

cs.HC2019★ 1 cited

Teaching robots to imitate a human with no on-teacher sensors. What are the key challenges?

Radoslav Skoviera, Karla Stepanova, Michael Tesar +5

In this paper, we consider the problem of learning object manipulation tasks from human demonstration using RGB or RGB-D cameras. We highlight the key challenges in capturing suffi…

cs.NE2017

Where is my forearm? Clustering of body parts from simultaneous tactile and linguistic input using sequential mapping

Karla Stepanova, Matej Hoffmann, Zdenek Straka +3

Humans and animals are constantly exposed to a continuous stream of sensory information from different modalities. At the same time, they form more compressed representations like…

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