most citedValue Iteration Networks on Multiple Levels of Abstraction

20 citations · 20 across the 2 of their papers we have counts for

collaborators

7 papers

cs.RO2019

Flexible Disaster Response of Tomorrow -- Final Presentation and Evaluation of the CENTAURO System

Tobias Klamt, Diego Rodriguez, Lorenzo Baccelliere +29

Mobile manipulation robots have high potential to support rescue forces in disaster-response missions. Despite the difficulties imposed by real-world scenarios, robots are promisin…

cs.RO2019

Remote Mobile Manipulation with the Centauro Robot: Full-body Telepresence and Autonomous Operator Assistance

Tobias Klamt, Max Schwarz, Christian Lenz +21

Solving mobile manipulation tasks in inaccessible and dangerous environments is an important application of robots to support humans. Example domains are construction and maintenan…

cs.RO201920 cited

Value Iteration Networks on Multiple Levels of Abstraction

Daniel Schleich, Tobias Klamt, Sven Behnke

Learning-based methods are promising to plan robot motion without performing extensive search, which is needed by many non-learning approaches. Recently, Value Iteration Networks (…

cs.RO2019

Towards Learning Abstract Representations for Locomotion Planning in High-dimensional State Spaces

Tobias Klamt, Sven Behnke

Ground robots which are able to navigate a variety of terrains are needed in many domains. One of the key aspects is the capability to adapt to the ground structure, which can be r…

cs.RO2018

Anytime Hybrid Driving-Stepping Locomotion Planning

Tobias Klamt, Sven Behnke

Hybrid driving-stepping locomotion is an effective approach for navigating in a variety of environments. Long, sufficiently even distances can be quickly covered by driving while o…

cs.RO2018

Planning Hybrid Driving-Stepping Locomotion on Multiple Levels of Abstraction

Tobias Klamt, Sven Behnke

Navigating in search and rescue environments is challenging, since a variety of terrains has to be considered. Hybrid driving-stepping locomotion, as provided by our robot Momaro,…