CS394R Reinforcement Learning: Theory and Practice
|
|
|
- Lily Blake
- 6 years ago
- Views:
Transcription
1 CS394R Reinforcement Learning: Theory and Practice Department of Computer Science The University of Texas at Austin
2 Good Morning Colleagues
3 Good Morning Colleagues Are there any questions?
4 Logistics
5 Logistics Registering for the course (roster)
6 Logistics Registering for the course (roster) Nice responses!
7 Logistics Registering for the course (roster) Nice responses! Length and content mostly good
8 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific
9 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine
10 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine Help me help you
11 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine Help me help you Won t answer everything: ask in class or on piazza
12 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine Help me help you Won t answer everything: ask in class or on piazza default: 9/10
13 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine Help me help you Won t answer everything: ask in class or on piazza default: 9/10 Look for programming assignment opportunities
14 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine Help me help you Won t answer everything: ask in class or on piazza default: 9/10 Look for programming assignment opportunities First due Thursday
15 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine Help me help you Won t answer everything: ask in class or on piazza default: 9/10 Look for programming assignment opportunities First due Thursday I have author s responses to exercises (1st edition)
16 Logistics Registering for the course (roster) Nice responses! Length and content mostly good Be clear and specific Short and focussed is fine Help me help you Won t answer everything: ask in class or on piazza default: 9/10 Look for programming assignment opportunities First due Thursday I have author s responses to exercises (1st edition) If you missed last Thursday...
17 My Role
18 My Role My role isn t to teach RL
19 My Role My role isn t to teach RL It s to help you learn RL
20 My Role My role isn t to teach RL It s to help you learn RL provide context guide your learning (assign readings, activities) clarify misconceptions
21 My Role My role isn t to teach RL It s to help you learn RL provide context guide your learning (assign readings, activities) clarify misconceptions You have to do the learning
22 My Role My role isn t to teach RL It s to help you learn RL provide context guide your learning (assign readings, activities) clarify misconceptions You have to do the learning Read, write, present, ask, answer, program (investigate)
23 Logistics
24 Logistics Programming assignment due Thursday Next readings posted
25 Logistics Programming assignment due Thursday Next readings posted 2nd edition!!
26 Logistics Programming assignment due Thursday Next readings posted 2nd edition!! MDPs and Dynamic programming
27 Logistics Programming assignment due Thursday Next readings posted 2nd edition!! MDPs and Dynamic programming Mostly chapter 3 Tuesday, then chapter 4
28 Logistics Programming assignment due Thursday Next readings posted 2nd edition!! MDPs and Dynamic programming Mostly chapter 3 Tuesday, then chapter 4 Discussion leaders
29 Logistics Programming assignment due Thursday Next readings posted 2nd edition!! MDPs and Dynamic programming Mostly chapter 3 Tuesday, then chapter 4 Discussion leaders Look at resources page
30 Let s Play!
31 Let s Play! I m a 2-armed bandit
32 Let s Play! I m a 2-armed bandit As a class, you choose which arm: 3 times around.
33 Let s Play! I m a 2-armed bandit As a class, you choose which arm: 3 times around. Maximize your payoff.
34 Let s Play! I m a 2-armed bandit As a class, you choose which arm: 3 times around. Maximize your payoff. The answer:
35 Let s Play! I m a 2-armed bandit As a class, you choose which arm: 3 times around. Maximize your payoff. The answer: (defun l () (+ 5 (random 7))) (defun r () (let ((x (random 3))) (case x (0 20) (1 0) (2 (+ 7 (random 11))) ))) What about minimizing risk?
36 N-armed bandit in practice?
37 N-armed bandit in practice? Choosing mechanics Choosing a barber/hairdresser
38 Student-led Discussion Aishwarya Padmakumar on non-stationarity
39 Assignments Join piazza!
40 Assignments Join piazza! 1st programming assignment due Thursday Read Chapters 3 and 4
41 Assignments Join piazza! 1st programming assignment due Thursday Read Chapters 3 and 4 Send a reading response by 5pm Monday
42 Assignments Join piazza! 1st programming assignment due Thursday Read Chapters 3 and 4 Send a reading response by 5pm Monday Need a discussion leader volunteer
GROUP DUTY ROSTER WITH MULTIPLE SHIFTS IN A DAY
1 1 GROUP DUTY ROSTER WITH MULTIPLE SHIFTS IN A DAY SUGGESTIONS & SOLUTIONS FOR TCMS V2 2 Conditions that requiring this feature: 1. More than 1 working shift. 2. Each working shift is clearly defined.
Performance Appraisal Job Aid for Managers To log in to the form site, go to
Performance Appraisal Job Aid for Managers To log in to the form site, go to http://managers.hr.columbia.edu/managing-performance If you experience any technical issues in completing this course, please
Corporate Lead Cold Calls
Corporate Lead Cold Calls 1. Identify a list of prospects company, organizations, associations, universities, or communities. How? a. Use the Internet, social media, your club members, TI at corporaterelations@toastmasters.org!
Foundations of Leadership. February 21, 2012
Foundations of Leadership February 21, 2012 Agenda Company Background Foundations of Leadership The Transition Top 10 Best Practices Q & A Our growth depends on delivering Best-In-Class Training. McCarthy
BUS M&L 4383 SUPPLY CHAIN MANAGEMENT AUTUMN 2018
BUS M&L 4383 SUPPLY CHAIN MANAGEMENT AUTUMN 2018 DOUGLAS M. LAMBERT, Ph.D. Raymond E. Mason Chair in Transportation and Logistics Director, The Global Supply Chain Forum Class: Monday and Wednesday: 5:30
Selecting Activities - Schedule of Daily Activities
Use the Selecting Activities Worksheet as a means of identifying activities in which to begin using AAC overall, to create or expand daily communication opportunities or to target specific AAC goals. Activities
EXHIBITOR INSTRUCTIONS FOR SHIPPING FRESH PRODUCE TO VIVA FRESH EXPO 2017
April 20-22, 2017 Hilton Austin & Convention Center Austin, Texas VivaFreshExpo.com EXHIBITOR INSTRUCTIONS FOR SHIPPING FRESH PRODUCE TO VIVA FRESH EXPO 2017 CH Robinson via Brother s Produce Austin will
CMSC 474, Introduction to Game Theory Analyzing Normal-Form Games
CMSC 474, Introduction to Game Theory Analyzing Normal-Form Games Mohammad T. Hajiaghayi University of Maryland Some Comments about Normal-Form Games Only two kinds of strategies in the normal-form game
Annual Leave and HealthRoster
Issue 47 Page 1 Dec 2016 Annual Leave and HealthRoster Everything you need to know! How it works in HealthRoster How to amend annual leave entitlements Public Holidays, include or exclude? Used too much
ORIENTATION SESSION ISWEP: Laurier s International Student Work Experience Program
ORIENTATION SESSION ISWEP: Laurier s International Student Work Experience Program Career Development Centre 2014-2015 Part 1: The Career Development Centre What is the Career Development Centre? wlu.ca/career
Public Interest Schedule-at-a-Glance
Public Interest Schedule-at-a-Glance Tuesday February 20 6:00 p.m. 7:30 p.m. Alston & Bird Welcome Reception Wednesday February 21 12:45 p.m. 5:30 p.m. Registration 10:00 a.m. 1:00 p.m Offsite Programming
P a g e 1. SWIFT Weekly Updates 7/8/2011. SWIFT Weekly Updates
P a g e 1 7/8/2011 P a g e 2 Contents Introduction... 3 Training & Information Sessions... 3 SWIFT Conversion Open Office WebEx Sessions:... 3 Keeping You Up-To-Date... 4 Unifer Update... 4 ISRS Accounting
Online Registration Guide. Boy Scout Summer Camp Version
Version Revised: February 13, 2017 Table of Contents Welcome to Bert Adams Scout Camp!... 3 Step 1: Navigate to the registration... 4 Step 2: Select your week... 5 Step 3: Log In or Sign Up for Double
FITNESS CLASS INSTRUCTOR
FITNESS CLASS INSTRUCTOR Dear Candidate, Thank you for your interest in joining the University of Northampton Students Union team! The following pages contain a summary of the principal terms and conditions
CS378 Autonomous Multiagent Systems Spring 2005
CS378 Autonomous Multiagent Systems Spring 2005 Prof: TA: Mazda Ahmadi Department or Computer Sciences The University of Texas at Austin Thursday, January 20th Good Afternoon, Colleagues Good Afternoon,
JOHN SUMMERLOT INDIANA UNIVERSITY
The Legacy of Lauren Spierer: Best Practices for Missing Students JOHN SUMMERLOT INDIANA UNIVERSITY Agenda Overview of disappearance of Lauren Spierer The search for Lauren Researching Best Practices Types
Course Syllabus. Topic Lecture / Seminar Hour Lab Chapter 1 : Managerial Accounting and the Business Environment
Course Syllabus 1. Name of Curriculum Bachelor of Business Administration Mahidol University International College 2. Course Code ICMB 212 Course Title Managerial Accounting 3. Number of Credits 4 (Lecture
Member Marketplace for Small Business A GUIDE TO GETTING STARTED
Member Marketplace for Small Business A GUIDE TO GETTING STARTED A Member Marketplace Success Story I was excited to see the Chamber roll out Member Marketplace, and I immediately took advantage of the
Let us introduce you to Course Match
1 Let us introduce you to Course Match 2 In order to understand course match you need to know three terms. Utilities We re using utility here as an economic term. If you aren t already you ll be very familiar
CS246: Mining Massive Datasets Jure Leskovec, Stanford University
CS246: Mining Massive Datasets Jure Leskovec, Stanford University http://cs246.stanford.edu Web advertising We discussed how to match advertisers to queries in real- time But we did not discuss how to
AESOP QuickStart Guide for Employees
AESOP QuickStart Guide for Employees This guide will show you how to: Log on to the AESOP system Enter your absence Change your absence Remove your absence * Assign a substitute to your absence * View
Advanced Bioinformatics Biostatistics & Medical Informatics 776 Computer Sciences 776 Spring 2018
Advanced Bioinformatics Biostatistics & Medical Informatics 776 Computer Sciences 776 Spring 2018 Anthony Gitter gitter@biostat.wisc.edu www.biostat.wisc.edu/bmi776/ These slides, excluding third-party
Take a closer look at your Direct Debit. Your questions answered
Take a closer look at your Direct Debit Your questions answered Set up an online account to keep in touch with your Direct Debit If you want to keep up-to-date more regularly, register for an online account.
Percent Lead Time Visibility
Percent Lead Time Visibility PERCENT LEAD TIME VISIBILITY PAGE 2 of 14 Introduction Percent Visibility uses Lead Time as the key concept when determining when substitutes should be allowed to view jobs
Course Outline. Business Administration. BUS 239B, Marketing. Instructor. Hours of Instruction. Office hours. Required Resources.
Course Outline Business Administration Fall, 2014 BUS 239B, Marketing 3 Credits, 16 weeks, 3 hours The student is introduced to the highly dynamic field of marketing. Marketing is based on the premise
SYLLABUS ADV 5301 Special Topics: The Advertising Industry in Dallas
SYLLABUS ADV 5301 Special Topics: The Advertising Industry in Dallas JANTERM 2016 Earning three semester credit hours in eight days is a unique opportunity. Even more unique is what happens in those eight
Leave and holidays. A guide to employees' legal entitlements DRAFT
A guide to employees' legal entitlements DRAFT Disclaimer. This guide provides an overview of leave and holidays entitlements information as at November 2017. This information is guidance only, is not
Institute of Food Technology Expo
Institute of Food Technology Expo 2017 Team Texas Plans for the IFT17 Conference & Exposition Team Texas will be partnering with The High Ground of Texas in a TEXAS Booth as an exhibitor at the upcoming
Firms and Markets (Summer 2007)
Firms and Markets Professor John Asker Office: KMC 7-79 Telephone: (212) 998-0062 Email: jasker@stern.nyu.edu Firms and Markets (Summer 2007) Course Description The goal of this course is to give you some
Employee Self-Service (ESS) Absence and Timesheet Quick Guide
Employee Self-Service (ESS) Absence and Timesheet Quick Guide What Do I Do First? Always enter absences before going to timesheet Where Do I Go? Request Absence This is to REPORT the following absences
Texas A&M University-Kingsville Department of Education Fall, 2011
Texas A&M University-Kingsville Department of Education Fall, 2011 Course Number and Title: EDAD 5351: Staff and Pupil Personnel Administration Catalogue Description: Principles and practices of administration
September 16, 2018 CE CLASS SESSION. 2:00 p.m. 3:00 p.m. (1 Credit Hour) How to Assemble and Grow a High Functioning RE Team
September 16, 2018 CE CLASS SESSION 2:00 p.m. 3:00 p.m. (1 Credit Hour) How to Assemble and Grow a High Functioning RE Team INSTRUCTOR: Kyle Killebrew Copyright 2018 Ohio REALTORS HOW TO ASSEMBLE A N D
CS395T Agent-Based Electronic Commerce Fall 2003
CS395T -Based Electronic Commerce Fall 2003 Department or Computer Sciences The University of Texas at Austin A Bidding Game Bid for my pen A Bidding Game Bid for my pen The highest bid wins A Bidding
Develop an Actionable Competency Model in Weeks! Presented By: Cheryl Lasse, SkillDirector
Develop an Actionable Competency Model in Weeks! Presented By: Cheryl Lasse, SkillDirector Competency Models 2 Competency Models http://skilldirector.com/news/what-is-the-value-of-a-competency-model 3
Social Media 101/301: Build Your Online Profile, Get Better News, and More. Outline
Social Media 101/301: Build Your Online Profile, Get Better News, and More March 28, 2017 James Jacobi, Kate Eisenberg, Meg O Donnell, Garrett Gillespie Outline LinkedIn: Profile, building network, sharing,
Fair Work Ombudsman - Unpaid Work Fact Sheet
Fair Work Ombudsman - Unpaid Work Fact Sheet Unpaid work arrangements are entered into for a number of reasons. These include: giving people experience in a job or industry testing a person s job skills
VALUATION: SPRING Aswath Damodaran
VALUATION: SPRING 2019 Aswath Damodaran General Information Office: Room 9-69 E-mail: adamodar@stern.nyu.edu Home Page: http://www.damodaran.com Office Hours Monday 9.45-10.20, 12-12.30 Wednesday 9.45-10.20,
CME 241: Reinforcement Learning for Stochastic Control Problems in Finance
CME 241: Reinforcement Learning for Stochastic Control Problems in Finance Ashwin Rao ICME, Stanford University Ashwin Rao (Stanford) RL for Finance 1 / 30 Meet your Instructor My educational background:
SellWise User Group. Thursday, September 21, Presenter. Don Day, Team Lead, Shared Services
SellWise User Group Thursday, September 21, 2017 Presenter Don Day, Team Lead, Shared Services User Group Topics New Backup Process CAP Backup Adding a SellWise User Year-End Preparation Inventory Checker
Leave and holidays. A guide to employees' legal entitlements DRAFT
A guide to employees' legal entitlements DRAFT Disclaimer. This document provides an overview of Leave and Holiday entitlements, as at June 2017. The Ministry of Business Innovation and Employment are
SURF Mentor Orientation 2018
SURF Mentor Orientation 2018 Welcome to the 2018 SURF Mentor Orientation! Mingle and Meet 2 New People Look for someone: From a different department With a different level of mentoring experience v1 st
ME 4054W: SENIOR DESIGN PROJECTS
IDENT OPP GATHER INFO DEFINE PROBLEM GEN CONCEPTS SCREEN CONCEPTS IMPLEMENT HANDOFF ME 4054W: SENIOR DESIGN PROJECTS Customer Needs Notes Any Syllabus / Logistics Questions? Textbook Loans Jeanne Sitzmann,
Microeconomics I PEPM U6101. Summer 2015 Syllabus
Lectures: TR 11:00am-12:50pm, room TBA Instructor: Emanuele Gerratana Office: IAB 1309A Telephone: 212-854 8506 Email: eg198@columbia.edu Office Hours: Thursdays: 1:00pm-2:00pm Microeconomics I PEPM U6101.
Non-Exempt MSUAASF Employees using etimesheet (Screenshot Guide)
Non-Exempt MSUAASF Employees using etimesheet (Screenshot Guide) Screenshot Guide This guide is designed to provide screenshots of the changes within etimesheet for the purposes of tracking non-exempt,
Strengthening Your Team s Performance. How to develop your team
Strengthening Your Team s Performance How to develop your team Development Contact 3 Meeting your short- and long-term goals will help you achieve your DREAMS Development Contact 3: Overview and Benefits
Building a Strong Corporate Development Program. Katherine King, Director of Corporate Development
Building a Strong Corporate Development Program Katherine King, Director of Corporate Development Seminar Presenter As Director of Corporate Development, Katherine King is responsible for the Conservancy
VALUATION: SPRING Aswath Damodaran
VALUATION: SPRING 2017 Aswath Damodaran General Information Office: Room 9-69 E-mail: adamodar@stern.nyu.edu Home Page: http://www.damodaran.com Office Hours Monday 9.45-10.20, 1.15-1.45 Wednesday 9.45-10.20,
\ Second Sem. B.Arch. (C.B.S) Winter 2018 (309) * * * * SECOND SEM. B. ARCH. EXAMINATION OF (CREDIT BASED SYSTEM) WINTER 2018 ---------------------------------------------------------------------------------------------------------------------------------------
THE 30-HOUR OSHA COMPLIANCE COURSE. A 5-Day Course for Safety Professionals
If you re serious about OSHA and safety training and knowing all the benefits that come with it for you and your organization this is the one course you can t afford to miss. THE 30-HOUR OSHA COMPLIANCE
Volunteer Health Assessment - Student Ministry. You. fstarttimer(0);
fstarttimer(0); Volunteer Health Assessment - Student Ministry The Volunteer Playbook Health Assessment is an extensive look at multiple areas of your church in order to assess the health of your volunteer
Digital Content Editorial Calendar. Title page.
Digital Content Editorial Calendar Title page Page 1 INTRODUCTION So you re revving up your content marketing and wondering how you re going to get started. Enter this wonderful exercise allowing you to
Volunteer Health Assessment - Children's Ministry. You. fstarttimer(0);
fstarttimer(0); Volunteer Health Assessment - Children's Ministry The Volunteer Playbook Health Assessment is an extensive look at multiple areas of your church in order to assess the health of your volunteer
Student Web Time Entry Instructions
Student Web Time Entry Instructions Many students will be responsible for reporting and submitting their time worked via the Employee Self Service application within the Dickinson Gateway. The following
VALUATION: SPRING Aswath Damodaran
VALUATION: SPRING 2017 Aswath Damodaran General Information Office: Room 9-69 E-mail: adamodar@stern.nyu.edu Home Page: http://www.damodaran.com Office Hours Monday 9.45-10.20, 1.15-1.45 Wednesday 9.45-10.20,
Professor Christina Romer. LECTURE 1 SCARCITY AND CHOICE January 16, 2018
Economics 2 Spring 2018 Professor Christina Romer Professor David Romer LECTURE 1 SCARCITY AND CHOICE January 16, 2018 I. OVERVIEW OF THE COURSE A. Microeconomics B. Macroeconomics C. Our approach II.
Step-by-Step Instructions: Using Unit Level Labor Analysis
Overview The updated Labor Management Unit Level Labor Analysis screens offer you the ability to record actual and forecasted 15 minute transactional or sales data at Unit, Worksite and Subsection level
ELM Guide. A Resource for Both F&ES Mentor and Mentee. Tell me and I forget, teach me and I may remember, involve me and I learn. -Benjamin Franklin
ELM Guide A Resource for Both F&ES Mentor and Mentee Tell me and I forget, teach me and I may remember, involve me and I learn. -Benjamin Franklin 1 Table of Contents 1. Introduction & Mission 3 2. Benefits
Professional Development for Artists Workshop: Exploring Promotional Tools & Techniques
Professional Development for Artists Workshop: Exploring Promotional Tools & Techniques Professional Development for Artists Workshop: Exploring Promotional Tools & Techniques Promotion of an artist is
Solomon Timesheet Instructions
Employee Name: Employee ID #: Solomon Timesheet Instructions 1. Double Click on the Solomon icon located on the computer desktop. 2. Company = CAP 3. User ID = first letter of first name, last name (IE:
Advice on Conducting Agile Project Kickoff. Meetings
Advice on Conducting Agile Project Kickoff by Mike Cohn 12 Comments Meetings Advice Image not found on Conducting or type unknown Agile Project Kickoff Meetings A traditional project manager who was in
Chapter 1 Basic Microeconomic Principles
Chapter 1 Basic Microeconomic Principles Prof. Jepsen ECO 610 Lecture 1 December 3, 2012 copyright John Wiley and Sons Outline Course outline Economics review (Chapter 1) Costs Demand Profit maximization
Corporate Governance, Syllabus MGT/P/B 410
Corporate Governance, Syllabus MGT/P/B 410 Michael W. Maher Assisted by: Kathleen Donelan-Maher mwmaher@ucdavis.edu Telephone: 530-979-0962 Purpose of the course. Let's cut to the chase. If companies want
CS395T Agent-Based Electronic Commerce Fall 2006
CS395T -Based Electronic Commerce Fall 2006 Department of Computer Sciences The University of Texas at Austin A Bidding Game Bid for my pen A Bidding Game Bid for my pen The highest bid wins A Bidding
Frequently Asked Questions Version Frequently Asked Questions
Frequently Asked Questions Live Webinars When are live webinars? I can no longer attend the live webinar I registered for. What do I do? I m confused about what time the webinar starts. Do they change
Where Do I Go to Enter Time on the Timesheet? Employees and Supervisors will log in to the My UW System portal at https://my.wisconsin.edu/.
University Staff Temporary and Student Employees NON LUMP SUM Timesheet Entry Guide Where Do I Go to Enter Time on the Timesheet? Employees and Supervisors will log in to the My UW System portal at https://my.wisconsin.edu/.
CTS Live Training Webinar Notes. August 11 th, 2015
CTS Live Training Webinar Notes August 11 th, 2015 o Welcome to our CTS Training Webinar for Tuesday, August 11th, where we ll be examining the topic, Developing A Working Plan For New Members. It s a
MIT SLOAN SCHOOL OF MANAGEMENT 15:818 PRICING
MIT SLOAN SCHOOL OF MANAGEMENT 15:818 PRICING CATHERINE TUCKER Session Date Day Module Session Deadline Reading 1 7-Sep Thurs Architecture 3cs 2 12-Sep Tues Architecture Value The Taxi-Meter Eect. 1 3
Prof. Aram G. Khachatourians Mechanical Engineering Department California State University, Northridge
Prof. Aram G. Khachatourians Mechanical Engineering Department California State University, Northridge Today s economy requires job hunters to be more proactive, more sophisticated, and more willing to
INTERMEDIATE MICROECONOMICS (EC201)
INTERMEDIATE MICROECONOMICS (EC201) Course duration: 54 hours lecture and class time (Over three weeks) Summer School Programme Area: Economics LSE Teaching Department: Department of Economics Lead Faculty:
Administrators. Important Dates
Administrators Greetings Administrators! The go-live for the new PeopleSoft system is quickly approaching. As of November 3 rd, San Diego Unified School District will be officially live with the new PeopleSoft
ECON 20A: INTRODUCTION TO MACROECONOMICS BRANDEIS UNIVERSITY, FALL 2018
ECON 20A: INTRODUCTION TO MACROECONOMICS BRANDEIS UNIVERSITY, FALL 2018 COURSE OVERVIEW The main purpose of this course is to introduce you to the field of macroeconomics. This involves the study of the
Long-term Memory Review PROFICIENCY PRACTICE: MONDAY REVIEW
PROFICIENCY PRACTICE: MONDAY REVIEW 1) When solving a word problem, the first thing to do is the known information 2) When a problem requires more than one step, one strategy is to organize the known information
Leveraging Crimson to Support Network Utilization Strategy
Crimson Population Risk Management Leveraging Crimson to Support Network Utilization Strategy January 25, 2016 2 Managing Your Screen To minimize the control panel To minimize the presentation area Minimizes
Chapter 2 Valuing the Environment: Concepts
Chapter 2 Valuing the Environment: Concepts Chapter 2 provides an overview of basic microeconomics as it applies to natural resource and environmental economics. The chapter includes much of the basic
EBMA Annual Conference 2018:
1 EBMA Annual Conference 2018: Program Review, How to Get the Most Out of the One-on-Ones, and more 2 Welcome and thank you for joining EBMA President Jill Faherty, the conference co-chairs, Diane Mangan
WORKER SHARE INFORMATION FOR SPROUTING ACRES
WORKER SHARE INFORMATION FOR 2016 @ SPROUTING ACRES Hello and welcome to the 2016 growing season at Sprouting Acres. We will begin planting in the greenhouse very soon and hoping for warmer spring days.
Role of the Business Development Center (BDC)
Role of the Business Development Center (BDC) Over the years, many dealerships have struggled to get the entire team to realize and respect the role and value of a BDC. From being the first impression
Frontera CEO discusses company s role in listeria outbreak
Frontera CEO discusses company s role in listeria outbreak On Nov. 21, The Packer conducted an exclusive question-and-answer interview with Will Steele, president and CEO of Frontera Produce, Edinburg,
Daily Status Call January 8, 2019
Daily Status Call January 8, 2019 Agenda Celebrations OneUSG Connect Support Service Desk Report Updates to Faculty and Staff Guide Awareness and Information Items Known Issues/Defects Resolved Items New
Hardware maintenance. Why choose Interactive?
Hardware maintenance Why choose Interactive? Your business reputation took time to build. Downtime can demolish it in days. We re here to make sure that doesn t happen. Page 2 Meet Interactive. We respond
Where Do I Go to Approve?
Manager Self-Service (MSS) Approving University Staff Continuous Absence and Timesheet Reference Guide HRS Self-Service Reference Website: http://www.uwosh.edu/hr/hrs/hrs-self-service Includes approval
Firms and Markets (Spring 2010) [B and B P]
![Firms and Markets (Spring 2010) [B and B P]](/thumbs/86/93962522.jpg "Firms and Markets (Spring 2010) [B and B P]")
1 Firms and Markets Professor Robin Lee Office: KMC 7-78 Telephone: (212) 998-0479 Email: rslee@stern.nyu.edu Firms and Markets (Spring 2010) [B01.1303.00 and B01.1303.0P] PRELIMINARY SYLLABUS AND OUTLINE
You have flexibility and ownership of your schedule.
You have flexibility and ownership of your schedule. Find the option that matches your job and take charge of your time. Except as noted, shifts are 6-8 hours. YOU RE AVAILABLE all hours You re available
MARK 442, A1 International Marketing
coursesicon.gif (1112 bytes) MARK 442, A1 International Marketing COURSE OBJECTIVES The major objective of this course is to provide a broad overview of international marketing and to examine international
Chapter 14: Iteration Planning. It is a capital mistake to theorize before one has data. Sherlock Holmes, Scandal in Bohemia
Chapter 14: Iteration Planning It is a capital mistake to theorize before one has data. Sherlock Holmes, Scandal in Bohemia Release Plan: High level view of what is to be built Iteration Plan: More focused
Vacation, Sick and Personal Time
Vacation, Sick and Personal Time Chapter 3 12/9/2009 Chapter 3 - Page 1 Section Objectives At the end of this section, you should be able to: View vacation, sick and personal time balances Understand what
HV SHRM Member Survey
HV SHRM Member Survey 1. Currently, we meet 7:30 a.m. 10:00 a.m. on the first Thursday of the month. In general, do Thursdays work for you? Yes 89.5% 34 No 10.5% 4 Of not, what days work better? 2 2. What
Humboldt University Berlin Institute of Marketing Prof. Dr. Daniel Klapper. Customer Analytics and Customer Insights Syllabus WS 2017/18
Humboldt University Berlin Institute of Marketing Prof. Dr. Daniel Klapper Customer Analytics and Customer Insights Syllabus WS 2017/18 Course Dates: Lectures Wednesday, 12.15 pm 13:45 pm, SPA 1, 22 Exercises
Hourly Time Card Manual
Hourly Time Card Manual Table of Contents Chapter I Employee Instructions... 5 1. Logging on/off... 5 A. To log on:... 5 B. Representative Workforce Survey... 5 2. Time Sheet... 6 A. To complete your
ClearanceJobs Tutorial
ClearanceJobs Tutorial 900k Registered Professionals Completing your Profile Finding and Connecting with Candidates Building your Talent Pipelines Sending Broadcast Messages 2002 Launched Online 10k Monthly
Syllabus: Human Resource Management
Syllabus: Human Resource Management MGMT 440 02 Spring Semester T H 2:00 3:15 MH 208 Paul L. Schumann, Ph.D. Department of Management College of Business Minnesota State University Mankato Key Information
Approving Student Employee Timesheets
Approving Student Employee Timesheets It is recommended that you approve your student s timesheet on the Monday following the end of a pay period. Timesheets need to be approved no later than 12 p.m. on
Shawano County Fair Tip Sheet For First Time Junior Fair Exhibitors
Shawano County Fair Tip Sheet For First Time Junior Fair Exhibitors By Terri Brunner, 4-H and Extension Coordinator Updated 6/2018 So you want to participate in the Shawano County Fair where do you start?
Job Planning User Guide
Job Planning User Guide Medical Revalidation 360 Job Planning eleave Nurse Revalidation Appraisal 4 All Job Planning User Guide Contact SARD Get in touch with us If you have any questions or feedback,
Bobsled Marketing. Seller. - White Paper -
Bobsled Marketing Seller Fulfilled Prime - White Paper - Table of Contents 1. What is Seller Fulfilled Prime? 2. Requirements 3. Requirements (continued) 4. Requirements (continued) 5. Requirements (continued)
all hours You re available five days, want to work hours a week and prefer to have all shifts assigned. READ MORE» BT1 some flexibility
You have flexibility You have flexibility OPTION and ownership and of ownership of BT1 your schedule. your schedule. YOU RE AVAILABLE all hours Find the option that matches Find the option that matches
HRS Employee Self-Service (ESS)
HRS Employee Self-Service (ESS) Classified Employees (FLSA non-exempt) - SVM Revised January 01, 2017 SVM Approval Timeline Time Entry Deadlines: Employees (EE) should enter and submit all time entries
Make It Matter. How to Make Yourself and Your Organization Essential
PREVIEW GUIDE Make It Matter How to Make Yourself and Your Organization Essential Table of Contents: Sample Pages from Discussion Guide and Personal Branding Workbook...pgs. 2-7 Program Information and
AUDIENCE PARTICIPATION
Effective Networking Learning Center Webinars 1 Tips for a successful webinar TELECONFERENCE AUDIENCE PARTICIPATION SAVING THE PRESENTATION Press [ * ] [ 6 ]on your phone to mute and [ # ] [ 6 ] to unmute
REFEREES!!Please!provide!details!of!(minimum)!two!current!referees:! Name! Position!Held!&!Organisation! Contact!Phone!Number/s!!!!!!!!!!!
NORTHCOASTPRIMARYHEALTHNETWORK EMPLOYMENTAPPLICATIONFORM POSITION PositionAppliedFor: Preferredlocation(if applicable): Date: // PERSONALDETAILS Surname: GivenNames: Title: Address(include)town)) postcode):