Search Results for author: Robert Haschke

Found 5 papers, 1 papers with code

UniTeam: Open Vocabulary Mobile Manipulation Challenge

no code implementations14 Dec 2023 Andrew Melnik, Michael Büttner, Leon Harz, Lyon Brown, Gora Chand Nandi, Arjun PS, Gaurav Kumar Yadav, Rahul Kala, Robert Haschke

This report introduces our UniTeam agent - an improved baseline for the "HomeRobot: Open Vocabulary Mobile Manipulation" challenge.

Object

Language-Conditioned Semantic Search-Based Policy for Robotic Manipulation Tasks

no code implementations10 Dec 2023 Jannik Sheikh, Andrew Melnik, Gora Chand Nandi, Robert Haschke

Reinforcement learning and Imitation Learning approaches utilize policy learning strategies that are difficult to generalize well with just a few examples of a task.

Imitation Learning reinforcement-learning

TIAGo RL: Simulated Reinforcement Learning Environments with Tactile Data for Mobile Robots

no code implementations13 Nov 2023 Luca Lach, Francesco Ferro, Robert Haschke

Tactile information is important for robust performance in robotic tasks that involve physical interaction, such as object manipulation.

reinforcement-learning Transfer Learning

Towards Transferring Tactile-based Continuous Force Control Policies from Simulation to Robot

no code implementations13 Nov 2023 Luca Lach, Robert Haschke, Davide Tateo, Jan Peters, Helge Ritter, Júlia Borràs, Carme Torras

The advent of tactile sensors in robotics has sparked many ideas on how robots can leverage direct contact measurements of their environment interactions to improve manipulation tasks.

Inductive Bias

Tensor-variate Mixture of Experts for Proportional Myographic Control of a Robotic Hand

1 code implementation28 Feb 2019 Noémie Jaquier, Robert Haschke, Sylvain Calinon

The proposed formulation takes into account the underlying structure of the data and remains efficient when few training data are available.

regression

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