Intelligent Robotics

Aalto University, Espoo, Finland

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Month: December 2021

Deformation-Aware Data-Driven Grasp Synthesis

09/12/2021

Abstract: Grasp synthesis for 3-D deformable objects remains a little-explored topic, most works aiming to minimize deformations. However, deformations are not necessarily harmful—humans are, for example, able to exploit deformations to generate new potential grasps. How to achieve that on a robot is though an open question. This letter proposes an approach that uses object […]

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  • Decision-Making in Autonomous Driving with Data- and Model-Based Methods Combination Ensuring Road Safety Aspects
  • Deep Multi-Agent Reinforcement Learning for Decision Making in Autonomous Driving Systems
  • Deformable Object Manipulation
  • Exploiting Object Physical Properties for Grasping
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