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Parallel planning teaches self-driving cars to respond quickly to emergencies
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This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Researchers have developed a new method for teaching self-driving cars how to respond to emergencies. Unlike other approaches, which teach cars to respond according to hard and fast rules, this new method trains onboard computers to react like humans do. That unique ability could make self-driving cars vastly quicker at recognizing and avoiding potential accidents. Human drivers react instinctively to road hazards—whether that’s a car that brakes suddenly or a cyclist who rushes into traffic. It’s an ability that comes from years of experience and one that’s often taken for granted. As AI experts have learned, teaching computers to do the same is notoriously difficult. Rule-based methods provide basic functionality. But they tend to be very time-consuming and can’t account for unforeseen emergencies—two tremendous liabilities for self-driving cars..."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

Subject:
Computer Science
Computer, Networking and Telecommunications Systems
Material Type:
Diagram/Illustration
Reading
Provider:
Research Square
Provider Set:
Video Bytes
Date Added:
09/20/2019
Parallel reinforced learning: an all-in-one AI solution
Unrestricted Use
CC BY
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This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Researchers from China have pooled together some of the most powerful techniques in machine learning to create the ultimate control system. Successfully deployed in AI-regulated hybrid electric vehicles, the framework could grant other autonomous systems unprecedented levels of control and foresight. Machine learning is booming. And arguably the most popular technique in this branch of artificial intelligence is deep reinforcement learning. Loosely modeled after our brains’ reward system, deep reinforcement learning has enabled machines to reach or even surpass human-level performance in various tasks. Those tasks range from the trivial, like playing Go or video games, to the possibly life-saving, such as detecting firearms from video. But deep reinforcement learning algorithms have their limitations. For one, they generally lack the ability to take lessons learned in one task and apply them to another..."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

Subject:
Computer Science
Computer, Networking and Telecommunications Systems
Material Type:
Diagram/Illustration
Reading
Provider:
Research Square
Provider Set:
Video Bytes
Date Added:
09/20/2019
Park County Mines
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Educational Use
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This Western Mining History database uses Mineral Resources Data System to list known Colorado historical mines by county. Each county site has links to the known mines within its borders. Some are known and named, others are unnamed. Mines should be assumed to be on private property unless other research is conducted. Data provided for each mine site include: Name, State, County, Elevation, Primary Mineral Mined, Latitude and Longitude and a link to Google Maps. Photos are provided where available. Additional information for some Mines are satellite photos, and ownership, business and historical records. Mining History is an historical site that provides information on mining, mining towns, the gold and silver rush, and Photos and maps of the western United States. This is a great database for student historical research or data and statistics classes. Consider becoming a member or making a donation to help further the work of the site.

Subject:
Anthropology
Applied Science
Chemistry
Cultural Geography
Earth and Space Science
Economics
English Language Arts
Environmental Science
Geology
Geoscience
History
Mathematics
Measurement and Data
Physical Geography
Physical Science
Reading Informational Text
Social Science
Sociology
U.S. History
Material Type:
Data Set
Primary Source
Reading
Provider:
Western Mining History
Provider Set:
Historical Colorado Mines
Date Added:
02/06/2023
Partners: Grades 2-3: text only version
Conditional Remix & Share Permitted
CC BY-SA
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This informational text introduces students to photosynthesis and lichens-plant-like organisms resulting from a symbiotic relationship between an alga and a fungus. The text is written at a grade two through grade three reading level. This is a PDF containing the informational text and a glossary.

Subject:
Applied Science
Education
Engineering
Mathematics
Material Type:
Reading
Provider:
Ohio State University College of Education and Human Ecology
Provider Set:
Beyond Penguins and Polar Bears: An Online Magazine for K-5 Teachers
Date Added:
07/17/2010
Peer-to-Peer Lending
Only Sharing Permitted
CC BY-NC-ND
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Where can borrowers get loans when banks and credit unions aren't an option? Maybe a low credit score, lack of collateral, or small loan amount don't fit with large lending sources. The November 2015 issue of Page One Economics: Focus on Finance describes a growing trend—peer-to-peer lending—as an alternative for borrowers and potential investment opportunity for lenders.

Subject:
Business and Communication
Economics
Finance
Social Science
Material Type:
Lesson
Reading
Provider:
Federal Reserve Bank of St. Louis
Provider Set:
Page One Economics
Author:
Katherine Ren
Date Added:
06/14/2023
A People's Guide to AI
Conditional Remix & Share Permitted
CC BY-NC-SA
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The People's Guide to Artificial Intelligence is an educational and speculative approach to understanding artificial intelligence (AI) and its growing impact on society. The 78-page booklet explores the forms AI takes today and the role AI-based technologies can play in fostering equitable futures. The project resists narratives of dystopian futures by using popular education, design, and storytelling to lay the groundwork for creative imaginings.

Subject:
Computer Science
Computer, Networking and Telecommunications Systems
Material Type:
Reading
Author:
Allied Media
Diana Nucera
Mimi Onuoha
Date Added:
04/11/2023
Perigo, CO Mining Town
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Educational Use
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Perigo, CO Mining Town. Western Mining History presents a brief summary of Colorado's Historical Mining Towns with links to additional Colorado resources for a mining town database and mines by county. Western Mining History is an historical site that provides information on mining, mining towns, the gold and silver rush, and Photos and maps of the western United States. This is a strong primary source resource that can be used for a variety of class research projects. Consider becoming a member or making a donation to help further the work of the site.

Subject:
Anthropology
Applied Science
Chemistry
Cultural Geography
Earth and Space Science
Economics
English Language Arts
Environmental Science
Geology
Geoscience
History
Physical Geography
Physical Science
Reading Informational Text
Social Science
Sociology
U.S. History
Material Type:
Data Set
Primary Source
Reading
Provider:
Western Mining History
Provider Set:
Colorado Mining Towns
Date Added:
02/06/2023
Perimeter of a polygon
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Educational Use
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A web page and interactive applet show how to compute the perimeter of a polygon. A polygon is shown that can be resized by dragging its vertices. As you drag, the perimeter is continuously recalculated. Text on the page explains that the perimeter is the sum of the sides. For those who prefer it, in a formula that is given. Applet can be enlarged to full screen size for use with a classroom projector. This resource is a component of the Math Open Reference interactive geometry reference book project at http://www.mathopenref.com.

Subject:
Geometry
Mathematics
Material Type:
Reading
Simulation
Provider:
Math Open Reference
Date Added:
04/08/2023
The Pickle Patch Bathtub
Only Sharing Permitted
CC BY-NC-ND
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Students learn about opportunity cost, saving, savings goals and a savings plan by reading The Pickle Patch Bathtub. Students will develop savings plans that lead to their own savings goals.

Subject:
Economics
English Language Arts
Social Science
Material Type:
Lesson
Lesson Plan
Reading
Provider:
Federal Reserve Bank of St. Louis
Provider Set:
Economic Lowdown Lessons
Author:
Andrew Hill
Bonnie Meszaros
Mary Suiter
Date Added:
06/14/2023
Picturing France, 1830Đ1900
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Some Rights Reserved
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Intended for middle, high school, and early college classes, this learning resource takes a multifaceted look at 19th-century painting in France, as well as at the culture that produced and is reflected by that art. Organized by region, it provides a quick glance at the setting, history, and cultural life of Paris, the ële-de-France, the mountain areas of Franche-ComtŽ and Auvergne, Normandy, Brittany, and Provence as well as in-depth examinations of more than 50 works of art. The packetŐs classroom guide includes activities that bring the music, literature, politics, cuisine, and artistic strategies of 19th-century France to life. Recommended for social studies, history, French language, and art curricula.

Subject:
Art History
Arts and Humanities
Languages
Visual Arts
Visual Arts and Design
World Cultures
World Languages
Material Type:
Diagram/Illustration
Reading
Teaching/Learning Strategy
Textbook
Provider:
National Gallery of Art
Date Added:
03/29/2023
Piedras de Alta Tecnología
Conditional Remix & Share Permitted
CC BY-NC-SA
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Piedras de Alta Tecnología. El Centro de Extensión y Educación en Ciencias Naturales colabora con la facultad de CSU, los Parques Nacionales y los programas de ciencia ciudadana para traducir su investigación científica actual en experiencias STEM únicas para los estudiantes en forma de kits educativos que se pueden prestar. Cada kit contiene casi todos los materiales necesarios (menos cosas comunes como agua y toallas de papel) para explorar algunos temas de investigación científica realmente interesantes. enviando un formulario de recogida local o un formulario de entrega disponible en el sitio web vinculado. Utilice la información de contacto en la página de descripción general del kit STEM para obtener más información. https://www.cns-eoc.colostate.edu/stem-kits/ Este kit se proporciona de forma gratuita para uso educativo.

Subject:
Applied Science
Architecture and Design
Career and Technical Education
Chemistry
Design
Earth and Space Science
Electronic Technology
Engineering
Geology
Geoscience
Manufacturing
Mathematics
Physical Science
Physics
Skilled Trades and Services
Visual Arts and Design
Material Type:
Activity/Lab
Case Study
Diagram/Illustration
Educational Kit
Interactive
Lesson
Lesson Plan
Primary Source
Reading
Simulation
Student Guide
Unit of Study
Provider:
Colorado State University
Provider Set:
Natural Sciences Education & Outreach Center
Date Added:
02/24/2023
The Piggy Bank Primer: Budget and Saving E-book
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CC BY-NC-ND
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The Piggy Bank Primer: Budget and Saving e-book for 7 through 9 year olds uses a story, activities, and puzzles to introduce basic economic concepts saving, savings plan, spending, costs, benefits, goods, services, and opportunity cost.

Subject:
Business and Communication
Economics
Finance
Social Science
Material Type:
Lesson
Reading
Provider:
Federal Reserve Bank of St. Louis
Provider Set:
Economic Lowdown Lessons
Date Added:
06/14/2023
Piggy Bank Primer: Saving and Budgeting
Only Sharing Permitted
CC BY-NC-ND
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Through a story and activities, the student book introduces students to economic concepts such as saving, spending, budgeting, wants, goods, services and opportunity cost.

Subject:
Business and Communication
Economics
Finance
Social Science
Material Type:
Lesson
Lesson Plan
Reading
Student Guide
Provider:
Federal Reserve Bank of St. Louis
Provider Set:
Economic Lowdown Lessons
Date Added:
10/09/2014
Piggy Bank Primer: Twenty-five cents of History
Only Sharing Permitted
CC BY-NC-ND
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Students take a close look at nickels and quarters commemorating many of the proudest moments in our country and in the seven states that make up the Federal Reserve's Eighth District. 25 Cents Worth of History is the second student activity book in "The Piggy Bank Primer" series. Young fans of Pig E. Bank will enjoy this new activity book, designed for students ages 8-10 who take a close look at nickels and quarters commemorating many of the proudest moments in our country and in the seven states that make up the Eighth District of the Federal Reserve. Other topics include the Federal Reserve, the U.S. Mint and the history and resources of Eighth District states. Activities include: designing a state coin, matching the "fun facts" with the correct state, locating Fed branch cities on a map and determining which states are endowed with particular natural resources. You'll learn something fun and interesting with each turn of a page.

Subject:
Business and Communication
Economics
Finance
History
Social Science
U.S. History
Material Type:
Lesson
Lesson Plan
Reading
Student Guide
Provider:
Federal Reserve Bank of St. Louis
Provider Set:
Economic Lowdown Lessons
Date Added:
10/09/2014
Piscinas Anquialinas Equipo STEM
Conditional Remix & Share Permitted
CC BY-NC-SA
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Piscinas Anquialinas Equipo STEM. Este equipo proporciona recursos para socios del Parque Histórico Nacional Kaloko-Honokōhau en Hawái. El equipo incluye referencias al idioma nativo hawaiano y la ecología con una entrevista con el tío Fred Cachola, un ambientalista local. El Centro de Extensión y Educación en Ciencias Naturales colabora con la facultad de CSU, los Parques Nacionales y los programas de ciencia ciudadana para traducir su investigación científica actual en experiencias STEM únicas para los estudiantes en forma de kits educativos que se pueden prestar. Cada kit contiene casi todos los materiales necesarios (menos cosas comunes como agua y toallas de papel) para explorar algunos temas de investigación científica realmente interesantes. enviando un formulario de recogida local o un formulario de entrega disponible en el sitio web vinculado. Utilice la información de contacto en la página de descripción general del kit STEM para obtener más información. https://www.cns-eoc.colostate.edu/stem-kits/ Este kit se proporciona de forma gratuita para uso educativo.

Subject:
Agriculture
Agriculture and Natural Resources
Anthropology
Applied Science
Arts and Humanities
Atmospheric Science
Biology
Business and Communication
Career and Technical Education
Chemistry
Comprehensive Health and Physical Education
Cultural Geography
Earth and Space Science
Ecology
Economics
English Language Arts
Environmental Science
Environmental Studies
Ethnic Studies
Geology
Geoscience
History
Hydrology
Languages
Life Science
Management
Maritime Science
Modeling and Simulation
Nutrition
Oceanography
Physical Geography
Physical Science
Physics
Political Science
Reading Informational Text
Religious Studies
Social Science
U.S. History
World Cultures
World History
World Languages
Zoology
Material Type:
Activity/Lab
Case Study
Diagram/Illustration
Educational Kit
Interactive
Lesson
Lesson Plan
Primary Source
Reading
Simulation
Student Guide
Unit of Study
Provider:
Colorado State University
Provider Set:
Natural Sciences Education & Outreach Center
Date Added:
02/24/2023
Pitkin, CO Mining Town
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Educational Use
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Pitkin, CO Mining Town. Western Mining History presents a brief summary of Colorado's Historical Mining Towns with links to additional Colorado resources for a mining town database and mines by county. Western Mining History is an historical site that provides information on mining, mining towns, the gold and silver rush, and Photos and maps of the western United States. This is a strong primary source resource that can be used for a variety of class research projects. Consider becoming a member or making a donation to help further the work of the site.

Subject:
Anthropology
Applied Science
Chemistry
Cultural Geography
Earth and Space Science
Economics
English Language Arts
Environmental Science
Geology
Geoscience
History
Physical Geography
Physical Science
Reading Informational Text
Social Science
Sociology
U.S. History
Women's Studies
Material Type:
Data Set
Primary Source
Reading
Provider:
Western Mining History
Provider Set:
Colorado Mining Towns
Date Added:
02/06/2023
Pitkin County Mines
Read the Fine Print
Educational Use
Rating
0.0 stars

This Western Mining History database uses Mineral Resources Data System to list known Colorado historical mines by county. Each county site has links to the known mines within its borders. Some are known and named, others are unnamed. Mines should be assumed to be on private property unless other research is conducted. Data provided for each mine site include: Name, State, County, Elevation, Primary Mineral Mined, Latitude and Longitude and a link to Google Maps. Photos are provided where available. Additional information for some Mines are satellite photos, and ownership, business and historical records. Mining History is an historical site that provides information on mining, mining towns, the gold and silver rush, and Photos and maps of the western United States. This is a great database for student historical research or data and statistics classes. Consider becoming a member or making a donation to help further the work of the site.

Subject:
Anthropology
Applied Science
Chemistry
Cultural Geography
Earth and Space Science
Economics
English Language Arts
Environmental Science
Geology
Geoscience
History
Mathematics
Measurement and Data
Physical Geography
Physical Science
Reading Informational Text
Social Science
Sociology
U.S. History
Material Type:
Data Set
Primary Source
Reading
Provider:
Western Mining History
Provider Set:
Historical Colorado Mines
Date Added:
02/06/2023
Placerville, CO Mining Town
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Educational Use
Rating
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Placerville, CO Mining Town. Western Mining History presents a brief summary of Colorado's Historical Mining Towns with links to additional Colorado resources for a mining town database and mines by county. Western Mining History is an historical site that provides information on mining, mining towns, the gold and silver rush, and Photos and maps of the western United States. This is a strong primary source resource that can be used for a variety of class research projects. Consider becoming a member or making a donation to help further the work of the site.

Subject:
Anthropology
Applied Science
Chemistry
Cultural Geography
Earth and Space Science
Economics
English Language Arts
Environmental Science
Geology
Geoscience
History
Physical Geography
Physical Science
Reading Informational Text
Social Science
Sociology
U.S. History
Material Type:
Data Set
Primary Source
Reading
Provider:
Western Mining History
Provider Set:
Colorado Mining Towns
Date Added:
02/06/2023
“Plain Geology” by George Otis Smith
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Educational Use
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The scientific community must be effective in communicating the results of its work to the public in a way that can be understood and used. The need for this is acute, for the complexity and difficulty of environmental and resource problems require full use of all the knowledge scientists can muster. The wisdom of the actions of both the government and private sectors depends in large part on their understanding of resource characteristics.

The U.S. Geological Survey is uniquely qualified to provide much of the required knowledge about natural resources through its many reports and maps and can be proud of the products of its work. Too often, however, reports are couched in words and phrases that are understandable only to other scientists, engineers, or technicians. But, who, really, are the ones to whom the Survey wishes to convey its findings? Other scientists and engineers, yes. But beyond them, by far a larger audience: teachers, students, businessmen, planners, and Federal, State, county, and municipal officials–in short, the public.

More than 50 years ago former Director George Otis Smith recognized the same problem. His plea for “Plain Geology” was a classic, just as applicable now as it was in 1921. It is herewith reprinted to make it generally available.

persuasion example

Subject:
Composition and Rhetoric
Earth and Space Science
English Language Arts
Geology
Material Type:
Reading
Provider:
Lumen Learning
Date Added:
05/02/2023
Planets of the Solar System
Conditional Remix & Share Permitted
CC BY-NC
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This resource gives information about our solar system which is made up of the sun, planets and all the amazing objects that travel around it. Information about the plant sizes, distances in the solar system and the size and shape of orbits is also explained. The universe is filled with billions of star systems. And the star system we are most familiar with is our own.

Subject:
Astronomy
Earth and Space Science
Physical Geography
Material Type:
Data Set
Diagram/Illustration
Lesson
Module
Reading
Provider:
CK-12 Foundation
Date Added:
04/19/2023