The History of Robotics Learn About Some of the Fascinating Moments
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Introduction to Robotics. Sensors and Actuators
Introduction to Computer Vision and Robotics Florian Teich and Tomas Kulvicius* Introduction to Robotics. Sensors and Actuators Large portion of slides are adopted from Florentin Wörgötter, John Hallam and Simon Reich *[email protected] Perception-Action loop Environment Object Eyes Action Perception Arm Brain Perception-Action loop (cont.) Environment Sense Object Cameras Action Perception Robot-arm Computer Act Plan Outline of the course • L1.CV1: Introduction to Computer Vision. Thresholding, Filtering & Connected Coomponents • L2.CV2: Bilateral Filtering, Morphological Operators & Edge Detection • L3.CV3: Corner Detection & Non-Local Filtering • L4.R1: Introduction to Robotics. Sensors and actuators • L5.R2: Movement generation methods • L6.R3: Path planning algorithms • L7.CV4: Line/Circle Detection, Template Matching & Feature Detection • L8.CV5: Segmentation • L9.CV6: Fate Detection, Pedestrian Tracking & Computer Vision in 3D • L10.R4: Robot kinematics and control • L11.R5: Learning algorithms in robotics I: Supervised and unsupervised learning • L12.R6: Learning algorithms in robotics II: Reinforcement learning and genetic algorithms Introduction to Robotics History of robotics • Karel Čapek was one of the most influential Czech writers of the 20th century and a Nobel Prize nominee (1936). • He introduced and made popular the frequently used international word robot, which first appeared in his play R.U.R. (Rossum's Universal Robots) in 1921. 1890-1938 • “Robot” comes from the Czech word “robota”, meaning “forced labor” • Karel named his brother Josef Čapek as the true inventor of the word robot. History of robotics (cont.) • The word "robotics" also comes from science fiction - it first appeared in the short story "Runaround" (1942) by American writer Isaac Asimov. -
AI, Robots, and Swarms: Issues, Questions, and Recommended Studies
AI, Robots, and Swarms Issues, Questions, and Recommended Studies Andrew Ilachinski January 2017 Approved for Public Release; Distribution Unlimited. This document contains the best opinion of CNA at the time of issue. It does not necessarily represent the opinion of the sponsor. Distribution Approved for Public Release; Distribution Unlimited. Specific authority: N00014-11-D-0323. Copies of this document can be obtained through the Defense Technical Information Center at www.dtic.mil or contact CNA Document Control and Distribution Section at 703-824-2123. Photography Credits: http://www.darpa.mil/DDM_Gallery/Small_Gremlins_Web.jpg; http://4810-presscdn-0-38.pagely.netdna-cdn.com/wp-content/uploads/2015/01/ Robotics.jpg; http://i.kinja-img.com/gawker-edia/image/upload/18kxb5jw3e01ujpg.jpg Approved by: January 2017 Dr. David A. Broyles Special Activities and Innovation Operations Evaluation Group Copyright © 2017 CNA Abstract The military is on the cusp of a major technological revolution, in which warfare is conducted by unmanned and increasingly autonomous weapon systems. However, unlike the last “sea change,” during the Cold War, when advanced technologies were developed primarily by the Department of Defense (DoD), the key technology enablers today are being developed mostly in the commercial world. This study looks at the state-of-the-art of AI, machine-learning, and robot technologies, and their potential future military implications for autonomous (and semi-autonomous) weapon systems. While no one can predict how AI will evolve or predict its impact on the development of military autonomous systems, it is possible to anticipate many of the conceptual, technical, and operational challenges that DoD will face as it increasingly turns to AI-based technologies. -
Hospitality Robots at Your Service WHITEPAPER
WHITEPAPER Hospitality Robots At Your Service TABLE OF CONTENTS THE SERVICE ROBOT MARKET EXAMPLES OF SERVICE ROBOTS IN THE HOSPITALITY SPACE IN DEPTH WITH SAVIOKE’S HOSPITALITY ROBOTS PEPPER PROVIDES FRIENDLY, FUN CUSTOMER ASSISTANCE SANBOT’S HOSPITALITY ROBOTS AIM FOR HOTELS, BANKING EXPECT MORE ROBOTS DOING SERVICE WORK roboticsbusinessreview.com 2 MOBILE AND HUMANOID ROBOTS INTERACT WITH CUSTOMERS ACROSS THE HOSPITALITY SPACE Improvements in mobility, autonomy and software drive growth in robots that can provide better service for customers and guests in the hospitality space By Ed O’Brien Across the business landscape, robots have entered many different industries, and the service market is no difference. With several applications in the hospitality, restaurant, and healthcare markets, new types of service robots are making life easier for customers and employees. For example, mobile robots can now make deliveries in a hotel, move materials in a hospital, provide security patrols on large campuses, take inventories or interact with retail customers. They offer expanded capabilities that can largely remove humans from having to perform repetitive, tedious, and often unwanted tasks. Companies designing and manufacturing such robots are offering unique approaches to customer service, providing systems to help fill in areas where labor shortages are prevalent, and creating increased revenues by offering new delivery channels, literally and figuratively. However, businesses looking to use these new robots need to be mindful of reviewing the underlying demand to ensure that such investments make sense in the long run. In this report, we will review the different types of robots aimed at providing hospitality services, their various missions, and expectations for growth in the near-to-immediate future. -
PETMAN: a Humanoid Robot for Testing Chemical Protective Clothing
372 日本ロボット学会誌 Vol. 30 No. 4, pp.372~377, 2012 解説 PETMAN: A Humanoid Robot for Testing Chemical Protective Clothing Gabe Nelson∗, Aaron Saunders∗, Neil Neville∗, Ben Swilling∗, Joe Bondaryk∗, Devin Billings∗, Chris Lee∗, Robert Playter∗ and Marc Raibert∗ ∗Boston Dynamics 1. Introduction Petman is an anthropomorphic robot designed to test chemical protective clothing (Fig. 1). Petman will test Individual Protective Equipment (IPE) in an envi- ronmentally controlled test chamber, where it will be exposed to chemical agents as it walks and does basic calisthenics. Chemical sensors embedded in the skin of the robot will measure if, when and where chemi- cal agents are detected within the suit. The robot will perform its tests in a chamber under controlled temper- ature and wind conditions. A treadmill and turntable integrated into the wind tunnel chamber allow for sus- tained walking experiments that can be oriented rela- tive to the wind. Petman’s skin is temperature con- trolled and even sweats in order to simulate physiologic conditions within the suit. When the robot is per- forming tests, a loose fitting Intelligent Safety Harness (ISH) will be present to support or catch and restart the robot should it lose balance or suffer a mechani- cal failure. The integrated system: the robot, chamber, treadmill/turntable, ISH and electrical, mechanical and software systems for testing IPE is called the Individual Protective Ensemble Mannequin System (Fig. 2)andis Fig. 1 The Petman robot walking on a treadmill being built by a team of organizations.† In 2009 when we began the design of Petman,there where the external fixture attaches to the robot. -
Design and Realization of a Humanoid Robot for Fast and Autonomous Bipedal Locomotion
TECHNISCHE UNIVERSITÄT MÜNCHEN Lehrstuhl für Angewandte Mechanik Design and Realization of a Humanoid Robot for Fast and Autonomous Bipedal Locomotion Entwurf und Realisierung eines Humanoiden Roboters für Schnelles und Autonomes Laufen Dipl.-Ing. Univ. Sebastian Lohmeier Vollständiger Abdruck der von der Fakultät für Maschinenwesen der Technischen Universität München zur Erlangung des akademischen Grades eines Doktor-Ingenieurs (Dr.-Ing.) genehmigten Dissertation. Vorsitzender: Univ.-Prof. Dr.-Ing. Udo Lindemann Prüfer der Dissertation: 1. Univ.-Prof. Dr.-Ing. habil. Heinz Ulbrich 2. Univ.-Prof. Dr.-Ing. Horst Baier Die Dissertation wurde am 2. Juni 2010 bei der Technischen Universität München eingereicht und durch die Fakultät für Maschinenwesen am 21. Oktober 2010 angenommen. Colophon The original source for this thesis was edited in GNU Emacs and aucTEX, typeset using pdfLATEX in an automated process using GNU make, and output as PDF. The document was compiled with the LATEX 2" class AMdiss (based on the KOMA-Script class scrreprt). AMdiss is part of the AMclasses bundle that was developed by the author for writing term papers, Diploma theses and dissertations at the Institute of Applied Mechanics, Technische Universität München. Photographs and CAD screenshots were processed and enhanced with THE GIMP. Most vector graphics were drawn with CorelDraw X3, exported as Encapsulated PostScript, and edited with psfrag to obtain high-quality labeling. Some smaller and text-heavy graphics (flowcharts, etc.), as well as diagrams were created using PSTricks. The plot raw data were preprocessed with Matlab. In order to use the PostScript- based LATEX packages with pdfLATEX, a toolchain based on pst-pdf and Ghostscript was used. -
History of Robotics: Timeline
History of Robotics: Timeline This history of robotics is intertwined with the histories of technology, science and the basic principle of progress. Technology used in computing, electricity, even pneumatics and hydraulics can all be considered a part of the history of robotics. The timeline presented is therefore far from complete. Robotics currently represents one of mankind’s greatest accomplishments and is the single greatest attempt of mankind to produce an artificial, sentient being. It is only in recent years that manufacturers are making robotics increasingly available and attainable to the general public. The focus of this timeline is to provide the reader with a general overview of robotics (with a focus more on mobile robots) and to give an appreciation for the inventors and innovators in this field who have helped robotics to become what it is today. RobotShop Distribution Inc., 2008 www.robotshop.ca www.robotshop.us Greek Times Some historians affirm that Talos, a giant creature written about in ancient greek literature, was a creature (either a man or a bull) made of bronze, given by Zeus to Europa. [6] According to one version of the myths he was created in Sardinia by Hephaestus on Zeus' command, who gave him to the Cretan king Minos. In another version Talos came to Crete with Zeus to watch over his love Europa, and Minos received him as a gift from her. There are suppositions that his name Talos in the old Cretan language meant the "Sun" and that Zeus was known in Crete by the similar name of Zeus Tallaios. -
Theory of Mind for a Humanoid Robot
Theory of Mind for a Humanoid Robot Brian Scassellati MIT Artificial Intelligence Lab 545 Technology Square – Room 938 Cambridge, MA 02139 USA [email protected] http://www.ai.mit.edu/people/scaz/ Abstract. If we are to build human-like robots that can interact naturally with people, our robots must know not only about the properties of objects but also the properties of animate agents in the world. One of the fundamental social skills for humans is the attribution of beliefs, goals, and desires to other people. This set of skills has often been called a “theory of mind.” This paper presents the theories of Leslie [27] and Baron-Cohen [2] on the development of theory of mind in human children and discusses the potential application of both of these theories to building robots with similar capabilities. Initial implementation details and basic skills (such as finding faces and eyes and distinguishing animate from inanimate stimuli) are introduced. I further speculate on the usefulness of a robotic implementation in evaluating and comparing these two models. 1 Introduction Human social dynamics rely upon the ability to correctly attribute beliefs, goals, and percepts to other people. This set of metarepresentational abilities, which have been collectively called a “theory of mind” or the ability to “mentalize”, allows us to understand the actions and expressions of others within an intentional or goal-directed framework (what Dennett [15] has called the intentional stance). The recognition that other individuals have knowl- edge, perceptions, and intentions that differ from our own is a critical step in a child’s development and is believed to be instrumental in self-recognition, in providing a perceptual grounding during language learning, and possibly in the development of imaginative and creative play [9]. -
Time Parameterization of Humanoid Robot Paths
SUBMITTED TO IEEE TRANS. ROBOT. , VOL. XX, NO. XX, 2010 1 Time Parameterization of Humanoid Robot Paths Wael Suleiman, Fumio Kanehiro, Member, IEEE, Eiichi Yoshida, Member, IEEE, Jean-Paul Laumond, Fellow Member, IEEE, and Andr´eMonin Abstract—This paper proposes a unified optimization frame- work to solve the time parameterization problem of humanoid robot paths. Even though the time parameterization problem is well known in robotics, the application to humanoid robots has not been addressed. This is because of the complexity of the kinematical structure as well as the dynamical motion equation. The main contribution in this paper is to show that the time pa- rameterization of a statically stable path to be transformed into a dynamical stable trajectory within the humanoid robot capacities can be expressed as an optimization problem. Furthermore we propose an efficient method to solve the obtained optimization problem. The proposed method has been successfully validated on the humanoid robot HRP-2 by conducting several experiments. These results have revealed the effectiveness and the robustness (a) Initial configuration (b) Final configuration of the proposed method. Index Terms—Timing; Robot dynamics; Stability criteria; Fig. 1. Dynamically stable motion Optimization methods; Humanoid Robot. these approaches are based on time-optimal control theory [3], I. INTRODUCTION [4], [5], [6], [7]. The automatic generation of motions for robots which are In the framework of mobile robots, the time parameteriza- collision-free motions and at the same time inside the robots tion problem arises also to transform a feasible path into a capacities is one of the most challenging problems. Many feasible trajectory [8], [9]. -
Moral and Ethical Questions for Robotics Public Policy Daniel Howlader1
Moral and ethical questions for robotics public policy Daniel Howlader1 1. George Mason University, School of Public Policy, 3351 Fairfax Dr., Arlington VA, 22201, USA. Email: [email protected]. Abstract The roles of robotics, computers, and artifi cial intelligences in daily life are continuously expanding. Yet there is little discussion of ethical or moral ramifi cations of long-term development of robots and 1) their interactions with humans and 2) the status and regard contingent within these interactions– and even less discussion of such issues in public policy. A focus on artifi cial intelligence with respect to differing levels of robotic moral agency is used to examine the existing robotic policies in example countries, most of which are based loosely upon Isaac Asimov’s Three Laws. This essay posits insuffi ciency of current robotic policies – and offers some suggestions as to why the Three Laws are not appropriate or suffi cient to inform or derive public policy. Key words: robotics, artifi cial intelligence, roboethics, public policy, moral agency Introduction Roles for robots Robots, robotics, computers, and artifi cial intelligence (AI) Robotics and robotic-type machinery are widely used in are becoming an evermore important and largely un- countless manufacturing industries all over the globe, and avoidable part of everyday life for large segments of the robotics in general have become a part of sea exploration, developed world’s population. At present, these daily as well as in hospitals (1). Siciliano and Khatib present the interactions are now largely mundane, have been accepted current use of robotics, which include robots “in factories and even welcomed by many, and do not raise practical, and schools,” (1) as well as “fi ghting fi res, making goods moral or ethical questions. -
Report of Comest on Robotics Ethics
SHS/YES/COMEST-10/17/2 REV. Paris, 14 September 2017 Original: English REPORT OF COMEST ON ROBOTICS ETHICS Within the framework of its work programme for 2016-2017, COMEST decided to address the topic of robotics ethics building on its previous reflection on ethical issues related to modern robotics, as well as the ethics of nanotechnologies and converging technologies. At the 9th (Ordinary) Session of COMEST in September 2015, the Commission established a Working Group to develop an initial reflection on this topic. The COMEST Working Group met in Paris in May 2016 to define the structure and content of a preliminary draft report, which was discussed during the 9th Extraordinary Session of COMEST in September 2016. At that session, the content of the preliminary draft report was further refined and expanded, and the Working Group continued its work through email exchanges. The COMEST Working Group then met in Quebec in March 2017 to further develop its text. A revised text in the form of a draft report was submitted to COMEST and the IBC in June 2017 for comments. The draft report was then revised based on the comments received. The final draft of the report was further discussed and revised during the 10th (Ordinary) Session of COMEST, and was adopted by the Commission on 14 September 2017. This document does not pretend to be exhaustive and does not necessarily represent the views of the Member States of UNESCO. – 2 – REPORT OF COMEST ON ROBOTICS ETHICS EXECUTIVE SUMMARY I. INTRODUCTION II. WHAT IS A ROBOT? II.1. The complexity of defining a robot II.2. -
Robots and Healthcare Past, Present, and Future
ROBOTS AND HEALTHCARE PAST, PRESENT, AND FUTURE COMPILED BY HOWIE BAUM What do you think of when you hear the word “robot”? 2 Why Robotics? Areas that robots are used: Industrial robots Military, government and space robots Service robots for home, healthcare, laboratory Why are robots used? Dangerous tasks or in hazardous environments Repetitive tasks High precision tasks or those requiring high quality Labor savings Control technologies: Autonomous (self-controlled), tele-operated (remote control) 3 The term “robot" was first used in 1920 in a play called "R.U.R." Or "Rossum's universal robots" by the Czech writer Karel Capek. The acclaimed Czech playwright (1890-1938) made the first use of the word from the Czech word “Robota” for forced labor or serf. Capek was reportedly several times a candidate for the Nobel prize for his works and very influential and prolific as a writer and playwright. ROBOTIC APPLICATIONS EXPLORATION- – Space Missions – Robots in the Antarctic – Exploring Volcanoes – Underwater Exploration MEDICAL SCIENCE – Surgical assistant Health Care ASSEMBLY- factories Parts Handling - Assembly - Painting - Surveillance - Security (bomb disposal, etc) - Home help (home sweeping (Roomba), grass cutting, or nursing) 7 Isaac Asimov, famous write of Science Fiction books, proposed his three "Laws of Robotics", and he later added a 'zeroth law'. Law Zero: A robot may not injure humanity, or, through inaction, allow humanity to come to harm. Law One: A robot may not injure a human being, or, through inaction, allow a human being to come to harm, unless this would violate a higher order law. Law Two: A robot must obey orders given it by human beings, except where such orders would conflict with a higher order law. -
Change and Technology in the United States
Change and Technology in the United States A Resource Book for Studying the Geography and History of Technology Stephen Petrina Including: 12 Printable Maps Showing 700+ Inventions from 1787-1987 279 Technological Events 32 Graphs and Tables of Historical Trends 5 Timelines of Innovation and Labor with Pictures Plus: 3 Tables for Cross-Referencing Standards 50 Links to WWW Resources and Portals 50+ Resource Articles, CDs, Books & Videos Change and Technology in the United States A Resource Book for Studying the Geography and History of Technology Dr. Stephen Petrina Copyright © 2004 by Stephen Petrina Creative Commons License Copies of this document are distributed by: Council on Technology Teacher Education (http://teched.vt.edu/ctte/HTML/Research1.html) International Technology Education Association 1914 Association Drive, Suite 201 Reston, VA 20191-1531 Phone (703) 860-2100 Fax (703) 860-0353 Email: [email protected] URL: http://www.iteaconnect.org Note: Cover illustration— "Building New York City's Subway"— is from Scientific American 15 July 1915. Wright Plane Drawing reproduction courtesy of the National Air and Space Museum, Smithsonian Institution. Change and Technology in the United States Preface This project is the result of a project undertaken in my graduate program at the University of Maryland during the late 1980s. When I began, I did not fully realize the scale of the challenge. The research itself was extremely intimidating and time-consuming. It took me a few years to figure out what resources were most helpful in integrating the geography and history of technology. I completed eights maps in 1987 and did a fair amount of writing at the same time.