Abstract
This research service gives a comprehensive analysis about "Machine Learning-Based Robotics in Unstructured Environments".
Table of Contents
1 EXECUTIVE SUMMARY
- Scope & Methodology
- Scope of the Research Service
- Methodology
- Key Research Findings
- Technology Snapshot
- Noteworthy Emerging Technologies and Applications
- Analyst Insights
2 TECHNOLOGY; APPLICATIONS--VIEWPOINT AND ROADMAP
- Technology Primer
- The Essential Components of Machine Learning
- Common Learning Problems
- Key Types of Machine Learning
- What Robots Should Learn ?
- Robot Learning--A Difficult Machine Learning Problem
- Sensor Technology for Machine Learning-Based Robots
- Significance of Feature Identification for Navigation in Unstructured Environments
- The Different Sensors To Be Utilized
- Hardware Issues in the Design of Machine Learning-Based Robots
- Paradigms in Robot Learning
- Technology Roadmap of Machine Learning-Based Robotics
- Applications Viewpoint
- Service Robotics
- Networked Robotics
- Applications Roadmap
- Service Robotics
- Networked Robotics
3 TECHNOLOGY ADOPTION FACTOR ANALYSIS
- Service Robotics
- Technology Drivers
- Technology Challenges
- Networked Robotics
- Technology Drivers
- Technology Challenges
4 ASSESSMENT OF GLOBAL RESEARCH AND INNOVATIONS
- Research Work at Universities
- Standford AI Robot (STAIR) Project
- Cognitive Agent that Learns and Observes (CALO) Project
- Robotic Soccer: The Brainstormers--University of Osnabruck; Germany
- Intelligent Robot Systems for Elimination Units for Marine Oil Pollution (EU-MOP) Project--Greece
- Cognitive Systems for Cognitive Assistants (CoSy)--Germany
- Swarm Robotics; Universite Libre de Bruxelles--Belgium
- Home Environment Cleaning Thoroughly Operating Robot (HECTOR) Project--Germany
- Human Observation-Based Motion Control Strategies in Intelligent Space--Japan
- Multimodal Teleoperation Interface for a Mobile Robot Based on Ubiquitous Information Access--Japan
- Toward a Touching Presence--Technische Universitat Munchen; Germany
- Work at Corporate Establishments
- Learning Applied to Ground Robots (LAGR)--USA
- Autonomous Navigation Technology--Switzerland
- Corporate Contributions
- International Comparisons
5 DIRECTORY OF PATENTS AND KEY CONTACTS
- Key Patents
- List of Key Patents--2006
- List of Key Patents--2005
- Contacts
- Universities
- Corporates
6 DECISION SUPPORT DATABASE
- Decision Support Database Tables
- Number of Manufacturing Units--(1999-2006)
- Number of Service Organizations--(1999-2006)
- Number of Households--(1999-2006)
- Labor Force Population--(1999-2006)
- Number of Persons Employed in Manufacturing Industry--(1999-2006)
- Number of Persons Employed in Service Industry--(1999-2006)
