Esports Impact Study
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Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games Edward Hughes Thomas W
Research Paper AAMAS 2020, May 9–13, Auckland, New Zealand Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games Edward Hughes Thomas W. Anthony Tom Eccles DeepMind DeepMind DeepMind [email protected] [email protected] [email protected] Joel Z. Leibo David Balduzzi Yoram Bachrach DeepMind DeepMind DeepMind [email protected] [email protected] [email protected] ABSTRACT 1 INTRODUCTION Zero-sum games have long guided artificial intelligence research, Minimax foundations. Zero-sum two-player games have long since they possess both a rich strategy space of best-responses been a yardstick for progress in artificial intelligence (AI). Ever and a clear evaluation metric. What’s more, competition is a vital since the Minimax theorem [25, 81, 86], researchers has striven for mechanism in many real-world multi-agent systems capable of human-level play in grand challenge games with combinatorial generating intelligent innovations: Darwinian evolution, the market complexity. Recent years have seen progress in games with in- economy and the AlphaZero algorithm, to name a few. In two-player creasingly many states: both perfect information (e.g. backgammon zero-sum games, the challenge is usually viewed as finding Nash [79], checkers [66], chess, [15], Hex [1] and Go [73]) and imperfect equilibrium strategies, safeguarding against exploitation regardless information (e.g. Poker [53] and Starcraft [85]). of the opponent. While this captures the intricacies of chess or Go, The Minimax theorem [81] states that every finite zero-sum two- it avoids the notion of cooperation with co-players, a hallmark of player game has an optimal mixed strategy. -
Langston University
MINUTES of the BOARD OF REGENTS for the OKLAHOMA AGRICULTURAL & MECHANICAL COLLEGES for the June 19, 2020 Special Board Meeting INDEX FOR THE MINUTES OF THE MEETING OF THE BOARD OF REGENTS FOR THE OKLAHOMA AGRICULTURAL AND MECHANICAL COLLEGES June 19, 2020 I. Items Pertaining to the Board of Regents for the Oklahoma A&M Colleges - Of Interest to All the Colleges Page Approval of Order of Business 1 Approval of minutes of the Regular Board Meeting held April 24, 2020 1 Approval of Special Board Meeting on May 19, 2020 1 Announcement of next Board meeting 2 Approval of future Board meeting 2 Recognition of Chairman Tucker Link 2 Attachments to this portion of the minutes 3-12 Academic Affairs, Policy and Personnel Committee Report 184 Audit, Risk Management and Compliance Review Committee Report 184 Fiscal Affairs and Plant Facilities Committee Report 184 Planning and Budgets Committee Report 184-185 Approval to make an exception to Board Policy 2.07, Uniform and Integrated Purchasing and Contracting 185 Approval to continue the employment of OSU and A&M Presidents 186 Approval to renew Master Services contract for as-needed internal audit consulting services 186 Election of Board Officers for FY 2021 187 Report by General Counsel 187 Adjournment 187 Attachment to this portion of the minutes 188 Signature Page 189 17 II. Business With the Colleges Page OKLAHOMA PANHANDLE STATE UNIVERSITY Opening Comments by President Faltyn 13 Adoption of Memorial Resolutions for Mary Ellen Riley & Patricia Tinch 13 Adoption of Retirement Resolutions for Benny Dain, Nels Peterson, & Sara Jane Richter 13 Approval of personnel actions 13 Approval of an Associate of Science-Career Technical Education Program 13-14 Approval of OPSU’s FY 2021 Budgets 14-15 Approval to enter into an agreement with Graduation Alliance 15 Approval to enter into a Law Enforcement Services Agreement with the Town of Goodwell, pending final review by Legal Counsel 15 Approval of purchase orders for FY 2021 16 OPSU Agenda 17-56 June 19, 2020 II. -
Activision Blizzard, Inc
Investment Club Presentation Activision Blizzard, Inc. (ATVI) Analyst: Niko Martinovic 5-Yr Stock Performance $90 $80 $70 $60 $50 $40 $30 Decline in stock primarily driven by analyst sentiment changes, missing expectations, CFO firings, $20 and most recently, Bungie games leaving ATVI $10 $0 1/15/20144/15/20147/15/201410/15/20141/15/20154/15/20157/15/201510/15/20151/15/20164/15/20167/15/201610/15/20161/15/20174/15/20177/15/201710/15/20171/15/20184/15/20187/15/201810/15/2018 Source: AIM/Martinovic 2018, Company Filings, S&P Capital IQ, and IBIS World 2 They’re Wrong Activision Blizzard has three meaningful and diverse revenue streams that can all grow in unique ways. E-Sports and Virtual Reality are the most exciting growth opportunities in this industry and ATVI is the best positioned to take advantage of it with the power of their brands, aggressive R&D spend, and patience. Source: 3 Note: Three Year Stock Performance ATVI has outperformed the S&P consistently since early 2017 while the Peer Set1 has reverted back. 160.00% 140.00% Stock Price $46.85 Shares Outstanding $762.41mm 120.00% Market Cap $36.08bn 52 Week Range $43.71-$84.68 100.00% Avg. Volume 7,550,000 EPS (TTM) $2.13 80.00% Past Month Performance -1.60% Past 1 Year -33.63% 60.00% Past 5 Year 170.36% 40.00% 20.00% 0.00% -20.00% -40.00% 1/15/2016 4/15/2016 7/15/2016 10/15/2016 1/15/2017 4/15/2017 7/15/2017 10/15/2017 1/15/2018 4/15/2018 7/15/2018 10/15/2018 S&P ATVI Peer Set Source: AIM/Martinovic 2018, Company Filings, S&P Capital IQ, and IBIS World 4 1Electronic Arts, Ubisoft, Take Two Interactive, Square Enix, and Zynga Company Overview & Monetization Activision Blizzard, Inc. -
Automatic Generation of Text for Match Recaps Using Esport Caster Commentaries
AUTOMATIC GENERATION OF TEXT FOR MATCH RECAPS USING ESPORT CASTER COMMENTARIES Oluseyi Olarewaju1, Athanasios V. Kokkinakis1, Simon Demediuk2, Justus Roberstson1, Isabelle Nölle1, Sagarika Patra1, Daniel Slawson1, Alan P. Chitayat1, Alistair Coates1, Ben Kirman2, Anders Drachen2, Marian Ursu2, Florian Block2 and Jonathan Hook2 1Weavr, Arena Research Cluster (ARC), University of York, York, UK 2DC Labs, Arena Research Cluster (ARC), University of York, York, UK ABSTRACT Unlike traditional physical sports, Esport games are played using wholly digital platforms. As a consequence, there exists rich data (in-game, audio and video) about the events that take place in matches. These data offer viable linguistic resources for generating comprehensible text descriptions of matches, which could, be used as the basis of novel text-based spectator experiences. We present a study that investigates if users perceive text generated by the NLG system as an accurate recap of highlight moments. We also explore how the text generated supported viewer understanding of highlight moments in two scenarios: i) text as an alternative way to spectate a match, instead of viewing the main broadcast; and ii) text as an additional information resource to be consumed while viewing the main broadcast. Our study provided insights on the implications of the presentation strategies for use of text in recapping highlight moments to Dota 2 spectators. KEYWORDS Esport, Data-Driven Storytelling, Dota 2, Game Analytics, Broadcasting, social viewing, Linguistic Resources, Natural Language Generation. 1. INTRODUCTION Advances in Natural language generation (NLG) and data-to-text tools have found relative success outside esport (e.g. weather forecasting, robojournalism, traditional sport summaries and fantasy football). -
Ďalej Iba DAC Strana 8 Mal Taký Ciťák, Že by Nám to Mohlo Vyjsť,“ Futbalisti Dunajskej Stredy Vyhrali V Zápase 1
www.nike.sk Piatok SUPERŠANCA 28. 8. 2020 1X2 74. ročník • číslo 201 42064 Lyon – Dijon 1,35 5,65 9,70 cena 0,90 42059 pre predplatiteľov 0,70 Ostrava – České Budějovice 1,58 4,50 6,15 42065 Zaglebie Lubin – Warta Poznaň 1,64 3,80 5,80 42274 KV Oostende – Anderlecht 3,75 3,75 2,01 42292 HNK Gorica – HNK Šibenik 1,45 4,55 7,15 42295 Beroe Stara Zagora – Botev Vraca 1,43 4,50 7,00 42294 Vorwärts Steyr – Bruck/Leitha 1,26 6,30 8,15 42260 N. Djokovič – R. Bautista Agut 1,20 5,70 App Store pre iPad a iPhone / Google Play pre Android Sagan opäť na „zelenej“ ceste?! Strana 26 V sobotu sa začína Tour de France, náš cyklista so snahou vyhrať ôsmy raz bodovaciu súťaž Špeciálna príloha pred Tour de France 2020 Strana 10 Škvarka pri senzácii Víťazstvo Ferencvárosu Budapešť 2:1 v Glasgowe nad miestnym Celticom je najväčšia senzácia 2. predkola Ligy majstrov. Zásluhu na nej má aj Michal Škvarka, ktorý nastúpil v drese hostí v závere zápasu. „Pred duelom som Ďalej iba DAC Strana 8 mal taký ciťák, že by nám to mohlo vyjsť,“ Futbalisti Dunajskej Stredy vyhrali v zápase 1. predkola Európskej POZOR! vraví slovenský ligy na ihrisku islandského Hafnarfjörduru 2:0. O prvý a zároveň rozhodujúci gól sa postaral Andrija stredopoliar. Balič (vľavo). So súťažou sa naopak lúčia Žilina i Ružomberok. K tímu zo Žitného ostrova sa však UŽ DNES v 2. predkole pridá Slovan Bratislava. FOTO FRADI.HU FOTO KRISZTIÁN NAGY, Hafnarfjördur Slovenské kluby FH HAFNARFJÖRDUR 0 THE NEW SAINTS 3 SERVETTE ŽENEVA 3 v Európskej lige Strana 8 DUN. -
Optic Gaming Wins Call of Duty® MLG Orlando Open
August 8, 2016 Optic Gaming Wins Call of Duty® MLG Orlando Open NEW YORK--(BUSINESS WIRE)-- The road to the 2016 Call of Duty® World League Championship, Presented by PlayStation® 4 finished its last live qualifying competition yesterday with an epic showdown in Orlando as Optic Gaming won the Call of Duty® MLG Orlando Open. Yesterday's finals completed a thrilling weekend of competition, as eager fans in attendance, online at MLG.tv and other livestreams, and those tuning-in directly through an in-game (BOIII PS4) Live Event Viewer, watched 72 hours of compelling action. Optic Gaming took home the top prize after besting Team Envyus to be the top of more than 100 teams from around the world. Yesterday's exciting tournament also served as the final CWL Pro Points event of the season, as competition now moves to the North American online qualifier as the final stop before the highly anticipated CWL Championship at Call of Duty® XP. At the CWL Championship, 32 teams will play for their share of the biggest single event prize pool in Call of Duty® history, $2 million. With the growth of the Call of Duty World League, Call of Duty esports viewership has increased by more than five times year-over-year to 33 million views of the Stage 1 events this year. The Call of Duty World League Championships at Call of Duty XP is expected to be our most viewed Call of Duty esports event in history by a wide margin. After the dust settled, over 1.4 million cumulative viewers across distribution platforms, including MLG.tv, generated over 8 million video views during the event, consuming over 2 million hours of content throughout the weekend, and peaking at 164,000 concurrent viewers during the thrilling finals match.1 Here are the top eight teams from the Call of Duty MLG Orlando Open: Optic Gaming Team Envyus Team Elevate Faze Clan Rise Nation Luminosity Gaming Cloud9 Complexity Gaming On August 15, 2016, a live broadcast on youtube.com/callofduty will determine the grouping for all the qualified teams. -
Atlanta Officials Make Major Move to Define the Region As Esports Capital
Media Contact: Erin Shearer Atlanta Sports Council 404.723.0016 [email protected] ATLANTA OFFICIALS MAKE MAJOR MOVE TO DEFINE THE REGION AS ESPORTS CAPITAL The Atlanta Sports Council launches Atlanta Esports Alliance™ to further position metro Atlanta as the capital of esports ATLANTA (November 14, 2019) – Today, the Atlanta Sports Council (ASC) announced the launch of the Atlanta Esports Alliance, its new division committed to bringing major esports and gaming events to metro Atlanta. The announcement Was made just ahead of DreamHack Atlanta, a three-day gaming experience featuring esports competitions, live music, exhibitions and more. Because Atlanta is the No. 1 city for gaming environment and No. 5 city for gamers, the Atlanta Esports Alliance is being launched to drive neW opportunities for teams, tournaments, venues and esports service providers and partners in Atlanta. Atlanta is home to three franchised city-based esports teams: the Atlanta Reign (Overwatch), Hawks Talon (NBA 2K) and the Atlanta FaZe (Call of Duty). With 150 gaming studios throughout the state of Georgia, the region is also the headquarters of esports game developers Hi-Rez Studios and Blue Mammoth, global leader in customized gaming controllers Scuf Gaming and professional esports league ELEAGUE. “Our goal is to continue being forward thinking,” said Dan Corso, president of the Atlanta Sports Council. “As We look ahead to the next decade, esports is going to continue to dominate the sports industry, and it was important for us as an organization to cement Atlanta as the capital of esports and use this platform as yet another economic driver.” A division of the Metro Atlanta Chamber (MAC), ASC facilitates the growth and development of sports in metro Atlanta by serving as a recruiter for major regional, national and international sports events. -
The Bravery to Master the New Johanna Faries ® Commissioner, Call of Duty Esports, Activision Blizzard
The Bravery to Master the New Johanna Faries ® Commissioner, Call of Duty Esports, Activision Blizzard TRAILBLAZER Faries cites the “ability to listen” as a key quality EXPERIENCE in her career growth and leadership style. “Hyper- listening. Listening for blind spots, listening for what’s LATEST TRANSITION BASED not being said, listening for body language, not just Sport Esports USA wants coming out of somebody’s mouth… it’s been a really powerful tool for me in my experiences.” As a Convergence Trailblazer, she is convinced feel a little risky,” she tells SRI. “It’s been one of the that employers will in future be looking outside best decisions I could’ve made for my career because their sector for talent: “I think that if you’re a sports there’s only been upsides in making the jump. entity…or part of the entertainment industry focused The amount that I’ve now learnt having taken the on competitive content, the media trends and the new step, even though I hadn’t written that in my consumer behaviour trends are changing too rapidly mind that I was going to leave traditional sports and not to be able to try to mine for people who can enter esports has been just incredibly rewarding; in speak multiple languages in that regard.” ways that the transition only could afford me.” The Call of Duty League is establishing a network Interview with Chris Jordan of 12 city-based franchises that includes Atlanta, Head of Esports & Gaming New York City, Toronto, London, Los Angeles, and [email protected] For 12 years Johanna Faries climbed the ranks at the National Football League (NFL), Paris. -
Esports High Impact and Investable
Needham Insights: Thought Leader Series Laura A. Martin, CFA & CMT – [email protected] / (917) 373-3066 September 5, 2019 Dan Medina – [email protected] / (626) 893-2925 eSports High Impact and Investable For the past decade, eSports has been growing on the main stage in Asia and in stealth mode in the US. This report addresses questions we get most often from investors about eSports: ➢ What is eSports? Definitions differ. Our definition of eSports is “players competing at a video game in front of a live audience while being live-streamed.” By implication, viewing, attendance, and playing time are linked, and each creates revenue streams for eSports. ➢ How big is eSports? Globally, one out of every three (ie, 33%) 18-25 year olds spent more than an hour a day playing video games, 395mm people watched eSports, and 250mm people played Fortnite in 2018. eSports revenue will be $1.1B in 2019, up 26% y/y. ➢ Should investors care about eSports? We would argue “yes”, owing to: a) global scale; b) time spent playing and viewing; c) compelling demographics; d) eSports vs traditional sports trends; e) revenue growth; and, f) sports betting should supercharge US eSports. ➢ Is eSports a fad? We would argue “no”, owing to: a) many US Universities now offer Varsity eSports scholarships; b) new special purpose eSports stadiums are proliferating; c) billionaires are investing to make eSports successful; d) audience growth; and, e) Olympics potential. ➢ Why have you never heard of eSports? Because zero of the top 30 earning players in the world were from the US in 2018. -
March 2013 NASFA Shuttle
Te Shutle March 2013 Te Next NASFA Meetng is Saturday 16 March 2013 at te Regular Locaton ConCom Meeting 16 March, 3P; see below for details Member of MindGear LLC <mindgearlabs.com>, discussing d Oyez, Oyez d 3D printers. (And doubtless he’ll touch on some of the other cool stuff in their lab.) The next NASFA Meeting will be at 6P, Saturday 16 MARCH ATMM March 2013 at the regular meeting location—the Madison The host and location for the March After-the-Meeting Meet- campus of Willowbrook Baptist Church (old Wilson Lumber ing are undetermined at press time, though there’s a good Company building) at 7105 Highway 72W (aka University chance it will be at the church. The usual rules apply—that is, Drive). Please see the map below if you need help finding it. please bring food to share and your favorite drink. MARCH PROGRAM Also, assuming it is at the church, please stay to help clean The March program will be Rob Adams, the Managing up. We need to be good guests and leave things at least as clean as we found them. CONCOM MEETINGS The next Con†Stellation XXXII concom meeting will be 3P Saturday 16 March 2013—the same day as the club meeting. Jeff Road Jeff Kroger At press time the plan is to meet at the church, but that’s subject to confirmation that the building will be available at that time. US 72W Please stay tuned to email, etc., for possible updates. (aka University Drive) CHANGING SHUTTLE DEADLINES The latest tweak to the NASFA Shuttle schedule shifted the usual repro date somewhat to the right (roughly the weekend before each meeting) but much of each issue will need to be Slaughter Road Slaughter put to bed as much as two weeks before the monthly meeting. -
Dreamhack Announces 2020 World Tour Schedule
FOR IMMEDIATE RELEASE December 9, 2019 DREAMHACK ANNOUNCES 2020 WORLD TOUR SCHEDULE WORLD’S PREMIER GAMING LIFESTYLE FESTIVAL TO VISIT 10 CITIES IN EUROPE, NORTH AMERICA AND ASIA DreamHack Returns to Leipzig, Dallas, Jönköping, Valencia, Montreal, Rotterdam, India, Atlanta, and Sevilla DreamHack to Make U.S. West Coast Debut in Anaheim, California STOCKHOLM — Today, Monday, December 9, 2019, DreamHack marks its 25th anniversary with “DreamHack Day” — a celebration of the festival’s early beginnings in 1994. What started as a gathering of friends and their computers in a school cafeteria — with no online access — has grown into a beacon of internet culture and a gathering place for gamers worldwide featuring everything gaming under one roof. DreamHack is now the premiere gaming lifestyle festival. 2020 Announcement Video Here 2020 Schedule Here While the anniversary was celebrated at DreamHack Winter 2019, the celebration will continue into 2020 to honor the many partners and cities that have been a part of DreamHack’s history. Some of DreamHack’s hallmark events over the last 25 years have included: ● 1994 — First ever DreamHack held in Malung, Sweden ● 2001 — DreamHack moves its Swedish event to Jönköping ● 2002 — DreamHack sets up Winter and Summer festivals for the first time ● 2011 — The first festival outside of Sweden is held in Valencia, Spain ● 2013 — The first Counter-Strike: Global Offensive Major takes place at DreamHack Winter ● 2015 — DreamHack iw acquired by MTG AB, and a new era begins ● 2016 — The first DreamHack Masters is held in Malmö, Sweden ● 2016 — First DreamHack festival in the U.S. takes place in Austin, TX ● 2017 — DreamLeague Season 8 at Winter is the first Dota 2 Major produced by DreamHack ● 2018 — First festival in Asia takes place in Mumbai, India ● 2019 — DreamHack celebrates its 25th anniversary on December 9 “DreamHack Day” always offers a time to reflect on the company’s past, present and future, but it also is a day to officially announce the 2020 world tour schedule. -
Azael League Summoner Name
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