PourNet: Robust Robotic Pouring Through Curriculum and Curiosity-based Reinforcement Learning

Author:

Babaians Edwin1,Sharma Tapan1,Karimi Mojtaba1,Sharifzadeh Sahand2,Steinbach Eckehard1

Affiliation:

1. Technical University of Munich (TUM),Department of Electrical and Computer Engineering, Chair of Media Technology (LMT) and Munich Institute of Robotics and Machine Intelligence (MIRMI)

2. Ludwig Maximilian University of Munich (LMU),Germany

Publisher

IEEE

Reference30 articles.

1. See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

2. Autonomous Precision Pouring From Unknown Containers

3. Fifty2 preonlab - avl.com,2022

4. Continuous control with deep reinforcement learning;lillicrap;4th International Conference on Learning Representations ICLR 2016 San Juan Puerto Rico May 2–4 2016 Conference Track Proceedings,2016

5. Improving Scene Graph Classification by Exploiting Knowledge from Texts

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