Fast Kinodynamic Planning on the Constraint Manifold With Deep Neural Networks

Author:

Kicki Piotr1ORCID,Liu Puze2ORCID,Tateo Davide2ORCID,Bou-Ammar Haitham3ORCID,Walas Krzysztof1ORCID,Skrzypczyński Piotr1ORCID,Peters Jan2ORCID

Affiliation:

1. Institute of Robotics and Machine Intelligence, Poznan University of Technology, Poznan, Poland

2. Department of Computer Science, Technische Universität Darmstadt, Darmstadt, Germany

3. Huawei R&D London, Cambridge, U.K.

Funder

TAILOR

Horizon 2020

REMODEL

CSTT

Huawei Tech R&D

China Scholarship Council

German Federal Ministry of Education and Research

collaborative KIARA

Narodowa Agencja Wymiany Akademickiej

STER

Poznan University

PUT

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Reference68 articles.

1. Teaching by Showing in Kendama Based on Optimization Principle

2. Policy search for motor primitives in robotics;Kober;Adv. Neural Inf. Process. Syst.,2008

3. A biomimetic approach to robot table tennis

4. Learning to Play Table Tennis From Scratch Using Muscular Robots

5. High acceleration reinforcement learning for real-world juggling with binary rewards;Ploeger,2021

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1. Topology-preserved distorted space path planning;Industrial Robot: the international journal of robotics research and application;2024-07-19

2. Boosting Machine Learning Techniques with Positional Encoding for Robot Collision Checking;2024 13th International Workshop on Robot Motion and Control (RoMoCo);2024-07-02

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