Search Results for author: Silvia Cruciani

Found 3 papers, 1 papers with code

Benchmarking In-Hand Manipulation

no code implementations9 Jan 2020 Silvia Cruciani, Balakumar Sundaralingam, Kaiyu Hang, Vikash Kumar, Tucker Hermans, Danica Kragic

The purpose of this benchmark is to evaluate the planning and control aspects of robotic in-hand manipulation systems.

Robotics

Unlocking the Potential of Simulators: Design with RL in Mind

no code implementations8 Jun 2017 Rika Antonova, Silvia Cruciani

We design a simulator for solving a pivoting task (of interest in Robotics) and demonstrate that even a simple simulator designed with RL in mind outperforms high-fidelity simulators when it comes to learning a policy that is to be deployed on a real robotic system.

Decision Making Friction +1

Reinforcement Learning for Pivoting Task

1 code implementation1 Mar 2017 Rika Antonova, Silvia Cruciani, Christian Smith, Danica Kragic

In this work we propose an approach to learn a robust policy for solving the pivoting task.

Continuous Control Friction +2

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