Dimitri: an Open-Source Humanoid Robot with Compliant Joint

被引:7
|
作者
Tatsch, Christopher [1 ]
Ahmadi, Ahmadreza [2 ]
Bottega, Fabricio [1 ]
Tani, Jun [3 ]
Guerra, Rodrigo da Silva [1 ]
机构
[1] Univ Fed Santa Maria, Ctr Tecnol, Av Roraima 1000, Santa Maria, RS, Brazil
[2] Korea Adv Inst Sci & Technol, Dept Elect Engn, Daejeon 305701, South Korea
[3] OIST, Cognit Neurorobot Res Unit, Okinawa, Japan
关键词
Humanoid robot; Compliant joints; MTRNN; Neural network;
D O I
10.1007/s10846-017-0727-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We introduce Dimitri, an open-software & open-hardware humanoid robot with 31 DOFs, fitted with cost-effective modular compliant joints and parallel link legs, designed for advanced human-robot interaction research, force-informed object handling and intelligent environment discovery. Our main innovation is in the design of a robust full-body biped humanoid robot equipped with very low-cost polyurethane torsional spring fixed to traditional servo motors and a circuit to measure angular displacement, transforming the system into a series elastic actuator (SEA). In order to illustrate the robot's qualities in the field of machine learning applied to robotics and manipulation, a multiple timescale recurrent neural network (MTRNN) is implemented, allowing the robot to replicate combined movement sequences earlier taught via interactive demonstration.
引用
收藏
页码:291 / 300
页数:10
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