17 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Technical University of MunichDE3 papers
- ift RosenheimDE2 papers
- Berlin School of Economics and LawDE1 paper
- Deutsches ForschungsnetzDE1 paper
- Georg Simon Ohm University of Applied Sciences NurembergDE1 paper
- Otto-von-Guericke-Universität MagdeburgDE1 paper
- Robert Bosch (Germany)DE1 paper
- Siemens (Germany)DE1 paper
- University of AugsburgDE1 paper
Showing cs.ROShow all
2 papers · 1 filter
cs.RO2023
DiAReL: Reinforcement Learning with Disturbance Awareness for Robust Sim2Real Policy Transfer in Robot Control
Mohammadhossein Malmir, Josip Josifovski, Noah Klarmann +1
Delayed Markov decision processes (DMDPs) fulfill the Markov property by augmenting the state space of agents with a finite time window of recently committed actions. In reliance o…
cs.RO2022★ 14 cited
Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks
Josip Josifovski, Mohammadhossein Malmir, Noah Klarmann +3
Randomization is currently a widely used approach in Sim2Real transfer for data-driven learning algorithms in robotics. Still, most Sim2Real studies report results for a specific r…