DEX-ARM

Learning and planning dexterous manipulation techniques for mobile manipulators

Main researcher: L. Moreno

manfred_2

Description

The design of a arm-hand set does not allow to reach the capacities expected by itself because its effectiveness requires even more progressively advanced perception methods and also advanced learning and planning methods. The objectives proposed in this project are:


  • Development of a light arm-hand set highly anthropomorphic that allow to be used in a large number of handling operations.
  • Design and development of characterisation methods of the affordances developed by human being when grasping and handling objects and simple tools.
  • Design and development of learning methods that perform learning or capturing human hand gestures to reproduce them afterwards on similar objects and conditions.
  • Design and development of planning methods for manipulation that allow to combine learned skills, activate them in precise moments and react to obstacles and unpredicted situations detected by the sensory systems of the robot.

The project is divided on two well differentiated parts:


  • Development of very lightweight manipulator that enables to attach an advanced hand in a way that the whole arm-hand set has a weight around 12 -13 Kg with a large manipulation capacity. That involves the development and construction of a lightweight 7 DOF manipulator in which an advanced commercial hand similar to human being and light will be attached.
  • This project will tackle the development of learning and planning methods that permits to use in the most efficient way the arm-hand set to handle and manipulate objects effectively. This arm would be installed in the mobile manipulator MANFRED-2.

Entries:
Visual Approach Skill for a Mobile Robot using Learning and Fusion of Simple Skills
Robotics and Autonomous Systems. num. 3 , vol. 38 , pages: 157 – 170 , 2002
R. Barber M.A. Salichs
Navigation of Mobile Robots: Open Questions
Robotica. num. 3 , vol. 18 , pages: 227 – 234 , 2000
L. Moreno M.A. Salichs
Visual Approach Skill for a Mobile Robot using Learning and Fusion of Simple Skills
Robotics and Autonomous Systems. num. 3 , vol. 38 , pages: 157 – 170 , 2002
R. Barber M.A. Salichs
Navigation of Mobile Robots: Open Questions
Robotica. num. 3 , vol. 18 , pages: 227 – 234 , 2000
L. Moreno M.A. Salichs
Visual Approach Skill for a Mobile Robot using Learning and Fusion of Simple Skills
Robotics and Autonomous Systems. num. 3 , vol. 38 , pages: 157 – 170 , 2002
R. Barber M.A. Salichs
Navigation of Mobile Robots: Open Questions
Robotica. num. 3 , vol. 18 , pages: 227 – 234 , 2000
L. Moreno M.A. Salichs
Visual Approach Skill for a Mobile Robot using Learning and Fusion of Simple Skills
Robotics and Autonomous Systems. num. 3 , vol. 38 , pages: 157 – 170 , 2002
R. Barber M.A. Salichs
Navigation of Mobile Robots: Open Questions
Robotica. num. 3 , vol. 18 , pages: 227 – 234 , 2000
L. Moreno M.A. Salichs

Entries:
Voronoi Diagram and Fast Marching applied to Path Planning
2006 IEEE International conference on Robotics and Automation. ICRA 2006, 2006, Orlando,Florida, USA
S. Garrido D. Blanco L. Moreno
Autonomous Monitoring And Reaction To Failures In A Topological Navigation System
2nd International Conference on Informatics in Control, Automation and Robotics, 2005, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
A Door Lintel Locator Sensor for Mobile Robot Topological Navigation
IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2005, Sofia, Bulgaria
V. Egido R. Barber M.A. Salichs
A Framework For Complex Skill Generation
The 5th IFAC Symposium on Intelligent Autonomous Vehicles. Lisboa, 2004, Lisboa, Portugal
M. Rivero R. Barber M.A. Salichs
A Planner For Topological Navigation Based On Previous Experiences
The 5th IFAC Symposium on Intelligent Autonomous Vehicles, 2004, Lisboa, Portugal
V. Egido R. Barber M.A. Salichs
An Agent Based Framework For Sequencing Autonomous Robots Skills
The 8th Conference on Intelligent Autonomous Systems, 2004, Amsterdam, The Netherlands
M. Rivero R. Barber M.A. Salichs
Using learned visual landmarks for intelligent topological navigation of mobile robots
IEEE International Conference on Robotics and Automation, Taipei, Taiwan
M.A. Salichs
A control System Based on Reactive Skills for Autonomous Mobile Robots
The 11th International Conference on Advanced Robotics, 2003, Coimbra, Portugal
R. Barber M.A. Salichs
A Perception System based on Laser Information for Mobile Robot Topologic Navigation
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
R. Barber M.A. Salichs
Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
V. Egido R. Barber M.A. Salichs
Corridor exploration in the EDN Navigation System
15th IFAC World Congress on Automatic Control, 2002, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
Learning Visual Landmarks for Mobile Robot Navigation
15th IFAC World Congress on Automatic Control. Barcelona, Barcelona, Spain
M.A. Salichs
Self-Generation by a Mobile Robot of Topological Maps of Corridors
IEEE International Conference on Robotics and Automation, 2002, Washington, USA
V. Egido R. Barber M.A. Salichs
Skills´ Learning in an Autonomous Mobile Robot Using Continous Reinforcement
IFAC Workshop on Advanced Fuzzy-Neural Control, 2002, Valencia, Spain
M.A. Salichs
A new human based architecture for intelligent autonomous robots
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
R. Barber M.A. Salichs
Visual Tracking Skill Reinforcement Learning for a Mobile Robot
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
M.A. Salichs
Mobile Robot Navigation Based on Event Maps
3rd International Conference on Field and Service Robotics, 2001, Helsinki, Filand
R. Barber M.A. Salichs
Algorithm of Topological Map Generation for the EDN Navigation System
IFAC Workshop on Mobile Robot Technology, 2001, Jejudo Island, Korea
V. Egido R. Barber M.A. Salichs
A Visual Landmark Recognition System for Topological Navigation of Mobile Robots
IEEE International Conference on Robotics and Automation, 2001, Seoul, Korea
M.A. Salichs
Navigation of Mobile Robots: Learning from Human Beings
Plenary Session. IFAC Workshop on Mobile Robot Tecnology, Jejudo Island, Korea
M.A. Salichs
Voronoi Diagram and Fast Marching applied to Path Planning
2006 IEEE International conference on Robotics and Automation. ICRA 2006, 2006, Orlando,Florida, USA
S. Garrido D. Blanco L. Moreno
Autonomous Monitoring And Reaction To Failures In A Topological Navigation System
2nd International Conference on Informatics in Control, Automation and Robotics, 2005, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
A Door Lintel Locator Sensor for Mobile Robot Topological Navigation
IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2005, Sofia, Bulgaria
V. Egido R. Barber M.A. Salichs
A Framework For Complex Skill Generation
The 5th IFAC Symposium on Intelligent Autonomous Vehicles. Lisboa, 2004, Lisboa, Portugal
M. Rivero R. Barber M.A. Salichs
A Planner For Topological Navigation Based On Previous Experiences
The 5th IFAC Symposium on Intelligent Autonomous Vehicles, 2004, Lisboa, Portugal
V. Egido R. Barber M.A. Salichs
An Agent Based Framework For Sequencing Autonomous Robots Skills
The 8th Conference on Intelligent Autonomous Systems, 2004, Amsterdam, The Netherlands
M. Rivero R. Barber M.A. Salichs
Using learned visual landmarks for intelligent topological navigation of mobile robots
IEEE International Conference on Robotics and Automation, Taipei, Taiwan
M.A. Salichs
A control System Based on Reactive Skills for Autonomous Mobile Robots
The 11th International Conference on Advanced Robotics, 2003, Coimbra, Portugal
R. Barber M.A. Salichs
A Perception System based on Laser Information for Mobile Robot Topologic Navigation
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
R. Barber M.A. Salichs
Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
V. Egido R. Barber M.A. Salichs
Corridor exploration in the EDN Navigation System
15th IFAC World Congress on Automatic Control, 2002, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
Learning Visual Landmarks for Mobile Robot Navigation
15th IFAC World Congress on Automatic Control. Barcelona, Barcelona, Spain
M.A. Salichs
Self-Generation by a Mobile Robot of Topological Maps of Corridors
IEEE International Conference on Robotics and Automation, 2002, Washington, USA
V. Egido R. Barber M.A. Salichs
Skills´ Learning in an Autonomous Mobile Robot Using Continous Reinforcement
IFAC Workshop on Advanced Fuzzy-Neural Control, 2002, Valencia, Spain
M.A. Salichs
A new human based architecture for intelligent autonomous robots
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
R. Barber M.A. Salichs
Visual Tracking Skill Reinforcement Learning for a Mobile Robot
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
M.A. Salichs
Mobile Robot Navigation Based on Event Maps
3rd International Conference on Field and Service Robotics, 2001, Helsinki, Filand
R. Barber M.A. Salichs
Algorithm of Topological Map Generation for the EDN Navigation System
IFAC Workshop on Mobile Robot Technology, 2001, Jejudo Island, Korea
V. Egido R. Barber M.A. Salichs
A Visual Landmark Recognition System for Topological Navigation of Mobile Robots
IEEE International Conference on Robotics and Automation, 2001, Seoul, Korea
M.A. Salichs
Navigation of Mobile Robots: Learning from Human Beings
Plenary Session. IFAC Workshop on Mobile Robot Tecnology, Jejudo Island, Korea
M.A. Salichs
Voronoi Diagram and Fast Marching applied to Path Planning
2006 IEEE International conference on Robotics and Automation. ICRA 2006, 2006, Orlando,Florida, USA
S. Garrido D. Blanco L. Moreno
Autonomous Monitoring And Reaction To Failures In A Topological Navigation System
2nd International Conference on Informatics in Control, Automation and Robotics, 2005, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
A Door Lintel Locator Sensor for Mobile Robot Topological Navigation
IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2005, Sofia, Bulgaria
V. Egido R. Barber M.A. Salichs
A Framework For Complex Skill Generation
The 5th IFAC Symposium on Intelligent Autonomous Vehicles. Lisboa, 2004, Lisboa, Portugal
M. Rivero R. Barber M.A. Salichs
A Planner For Topological Navigation Based On Previous Experiences
The 5th IFAC Symposium on Intelligent Autonomous Vehicles, 2004, Lisboa, Portugal
V. Egido R. Barber M.A. Salichs
An Agent Based Framework For Sequencing Autonomous Robots Skills
The 8th Conference on Intelligent Autonomous Systems, 2004, Amsterdam, The Netherlands
M. Rivero R. Barber M.A. Salichs
Using learned visual landmarks for intelligent topological navigation of mobile robots
IEEE International Conference on Robotics and Automation, Taipei, Taiwan
M.A. Salichs
A control System Based on Reactive Skills for Autonomous Mobile Robots
The 11th International Conference on Advanced Robotics, 2003, Coimbra, Portugal
R. Barber M.A. Salichs
A Perception System based on Laser Information for Mobile Robot Topologic Navigation
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
R. Barber M.A. Salichs
Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
V. Egido R. Barber M.A. Salichs
Corridor exploration in the EDN Navigation System
15th IFAC World Congress on Automatic Control, 2002, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
Learning Visual Landmarks for Mobile Robot Navigation
15th IFAC World Congress on Automatic Control. Barcelona, Barcelona, Spain
M.A. Salichs
Self-Generation by a Mobile Robot of Topological Maps of Corridors
IEEE International Conference on Robotics and Automation, 2002, Washington, USA
V. Egido R. Barber M.A. Salichs
Skills´ Learning in an Autonomous Mobile Robot Using Continous Reinforcement
IFAC Workshop on Advanced Fuzzy-Neural Control, 2002, Valencia, Spain
M.A. Salichs
A new human based architecture for intelligent autonomous robots
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
R. Barber M.A. Salichs
Visual Tracking Skill Reinforcement Learning for a Mobile Robot
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
M.A. Salichs
Mobile Robot Navigation Based on Event Maps
3rd International Conference on Field and Service Robotics, 2001, Helsinki, Filand
R. Barber M.A. Salichs
Algorithm of Topological Map Generation for the EDN Navigation System
IFAC Workshop on Mobile Robot Technology, 2001, Jejudo Island, Korea
V. Egido R. Barber M.A. Salichs
A Visual Landmark Recognition System for Topological Navigation of Mobile Robots
IEEE International Conference on Robotics and Automation, 2001, Seoul, Korea
M.A. Salichs
Navigation of Mobile Robots: Learning from Human Beings
Plenary Session. IFAC Workshop on Mobile Robot Tecnology, Jejudo Island, Korea
M.A. Salichs
Voronoi Diagram and Fast Marching applied to Path Planning
2006 IEEE International conference on Robotics and Automation. ICRA 2006, 2006, Orlando,Florida, USA
S. Garrido D. Blanco L. Moreno
Autonomous Monitoring And Reaction To Failures In A Topological Navigation System
2nd International Conference on Informatics in Control, Automation and Robotics, 2005, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
A Door Lintel Locator Sensor for Mobile Robot Topological Navigation
IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2005, Sofia, Bulgaria
V. Egido R. Barber M.A. Salichs
A Framework For Complex Skill Generation
The 5th IFAC Symposium on Intelligent Autonomous Vehicles. Lisboa, 2004, Lisboa, Portugal
M. Rivero R. Barber M.A. Salichs
A Planner For Topological Navigation Based On Previous Experiences
The 5th IFAC Symposium on Intelligent Autonomous Vehicles, 2004, Lisboa, Portugal
V. Egido R. Barber M.A. Salichs
An Agent Based Framework For Sequencing Autonomous Robots Skills
The 8th Conference on Intelligent Autonomous Systems, 2004, Amsterdam, The Netherlands
M. Rivero R. Barber M.A. Salichs
Using learned visual landmarks for intelligent topological navigation of mobile robots
IEEE International Conference on Robotics and Automation, Taipei, Taiwan
M.A. Salichs
A control System Based on Reactive Skills for Autonomous Mobile Robots
The 11th International Conference on Advanced Robotics, 2003, Coimbra, Portugal
R. Barber M.A. Salichs
A Perception System based on Laser Information for Mobile Robot Topologic Navigation
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
R. Barber M.A. Salichs
Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot
IEEE Int. Conference on Industrial Electronics, Control and Instrumentation, 2002, Sevilla, Spain
V. Egido R. Barber M.A. Salichs
Corridor exploration in the EDN Navigation System
15th IFAC World Congress on Automatic Control, 2002, Barcelona, Spain
V. Egido R. Barber M.A. Salichs
Learning Visual Landmarks for Mobile Robot Navigation
15th IFAC World Congress on Automatic Control. Barcelona, Barcelona, Spain
M.A. Salichs
Self-Generation by a Mobile Robot of Topological Maps of Corridors
IEEE International Conference on Robotics and Automation, 2002, Washington, USA
V. Egido R. Barber M.A. Salichs
Skills´ Learning in an Autonomous Mobile Robot Using Continous Reinforcement
IFAC Workshop on Advanced Fuzzy-Neural Control, 2002, Valencia, Spain
M.A. Salichs
A new human based architecture for intelligent autonomous robots
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
R. Barber M.A. Salichs
Visual Tracking Skill Reinforcement Learning for a Mobile Robot
IFAC Symposium on Intelligent Autonomous Vehicles, 2002, Sapporo, Japan
M.A. Salichs
Mobile Robot Navigation Based on Event Maps
3rd International Conference on Field and Service Robotics, 2001, Helsinki, Filand
R. Barber M.A. Salichs
Algorithm of Topological Map Generation for the EDN Navigation System
IFAC Workshop on Mobile Robot Technology, 2001, Jejudo Island, Korea
V. Egido R. Barber M.A. Salichs
A Visual Landmark Recognition System for Topological Navigation of Mobile Robots
IEEE International Conference on Robotics and Automation, 2001, Seoul, Korea
M.A. Salichs
Navigation of Mobile Robots: Learning from Human Beings
Plenary Session. IFAC Workshop on Mobile Robot Tecnology, Jejudo Island, Korea
M.A. Salichs

Entries:
Machine Learning and Robot Perception
chapter: Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot pages: 137 – 165. Springer , ISBN: 978-3-540-26549, 2005
V. Egido R. Barber M.A. Salichs
Machine Learning and Robot Perception
chapter: Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot pages: 137 – 165. Springer , ISBN: 978-3-540-26549, 2005
V. Egido R. Barber M.A. Salichs
Machine Learning and Robot Perception
chapter: Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot pages: 137 – 165. Springer , ISBN: 978-3-540-26549, 2005
V. Egido R. Barber M.A. Salichs
Machine Learning and Robot Perception
chapter: Continuous Reinforcement Learning Algorithm for Skills Learning in an Autonomous Mobile Robot pages: 137 – 165. Springer , ISBN: 978-3-540-26549, 2005
V. Egido R. Barber M.A. Salichs

Previous Project

next project