Medulla: a 2D Sidescrolling Platformer Game That Teaches Basic Brain Structure and Function
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Rogue-Gym: a New Challenge for Generalization in Reinforcement Learning
Rogue-Gym: A New Challenge for Generalization in Reinforcement Learning Yuji Kanagawa Tomoyuki Kaneko Graduate School of Arts and Sciences Interfaculty Initiative in Information Studies The University of Tokyo The University of Tokyo Tokyo, Japan Tokyo, Japan [email protected] [email protected] Abstract—In this paper, we propose Rogue-Gym, a simple and or designated areas but need to perform safely in real world classic style roguelike game built for evaluating generalization in situations that are similar to but different from their training reinforcement learning (RL). Combined with the recent progress environments. For agents to act appropriately in unknown of deep neural networks, RL has successfully trained human- level agents without human knowledge in many games such as situations, they need to properly generalize their policies that those for Atari 2600. However, it has been pointed out that agents they learned from the training environment. Generalization is trained with RL methods often overfit the training environment, also important in transfer learning, where the goal is to transfer and they work poorly in slightly different environments. To inves- a policy learned in a training environment to another similar tigate this problem, some research environments with procedural environment, called the target environment. We can use this content generation have been proposed. Following these studies, we propose the use of roguelikes as a benchmark for evaluating method to reduce the training time in many applications of the generalization ability of RL agents. In our Rogue-Gym, RL. For example, we can imagine a situation in which we agents need to explore dungeons that are structured differently train an enemy in an action game through experience across each time they start a new game. -
First Person Shooting (FPS) Game
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 Thunder Force - First Person Shooting (FPS) Game Swati Nadkarni1, Panjab Mane2, Prathamesh Raikar3, Saurabh Sawant4, Prasad Sawant5, Nitesh Kuwalekar6 1 Head of Department, Department of Information Technology, Shah & Anchor Kutchhi Engineering College 2 Assistant Professor, Department of Information Technology, Shah & Anchor Kutchhi Engineering College 3,4,5,6 B.E. student, Department of Information Technology, Shah & Anchor Kutchhi Engineering College ----------------------------------------------------------------***----------------------------------------------------------------- Abstract— It has been found in researches that there is an have challenged hardware development, and multiplayer association between playing first-person shooter video games gaming has been integral. First-person shooters are a type of and having superior mental flexibility. It was found that three-dimensional shooter game featuring a first-person people playing such games require a significantly shorter point of view with which the player sees the action through reaction time for switching between complex tasks, mainly the eyes of the player character. They are unlike third- because when playing fps games they require to rapidly react person shooters in which the player can see (usually from to fast moving visuals by developing a more responsive mind behind) the character they are controlling. The primary set and to shift back and forth between different sub-duties. design element is combat, mainly involving firearms. First person-shooter games are also of ten categorized as being The successful design of the FPS game with correct distinct from light gun shooters, a similar genre with a first- direction, attractive graphics and models will give the best person perspective which uses light gun peripherals, in experience to play the game. -
Action Video-Game Training and Its Effects on Perception and Attentional Control
Action Video-Game Training and Its Effects on Perception and Attentional Control C. Shawn Green , Thomas Gorman , and Daphne Bavelier Introduction Over the past 40 years, video game play has grown from a niche activity into a pervasive and abundant part of modern life. Over half of the United States popula- tion now plays video games, with over 130 million of these individuals being con- sidered “regular” video game players (i.e., playing more than 3 h of video games per week—ESA 2015 ). And although video games were originally, and for the most part continue to be, an entertainment medium, there has nonetheless been signifi - cant scientifi c interest in the possibility that video gaming may have signifi cant effects on the human brain and human behavior . While much of this research has focused on potential negative outcomes (e.g., effects related to aggression or addic- tion—Anderson et al. 2010 ), there exists a growing body of research outlining posi- tive effects of video game play as well. This chapter will specifi cally focus on the positive impact that playing one particular type of video game, known as “action video games,” has on perceptual and attentional skills. The “ Curse of Specifi city” Before discussing the various effects associated with action video game play, it is worth considering why it is interesting in the fi rst place that something like video game play could alter core perceptual or attentional abilities. Indeed, one’s fi rst C. S. Green (*) • T. Gorman Department of Psychology , University of Wisconsin-Madison , Madison , WI , USA e-mail: [email protected]; [email protected] D. -
Application of Retrograde Analysis on Fighting Games
Application of Retrograde Analysis on Fighting Games Kristen Yu Nathan R. Sturtevant Computer Science Department Computer Science Department University of Denver University of Alberta Denver, USA Edmonton, Canada [email protected] [email protected] Abstract—With the advent of the fighting game AI competition, optimal AI. This work opens the door for deeper study of there has been recent interest in two-player fighting games. both optimal and suboptimal play, as well as options related Monte-Carlo Tree-Search approaches currently dominate the to game design, where the impact of design choices in a game competition, but it is unclear if this is the best approach for all fighting games. In this paper we study the design of two- can be studied. player fighting games and the consequences of the game design on the types of AI that should be used for playing the game, as II.R ELATED WORK well as formally define the state space that fighting games are A variety of approaches have been used for fighting game AI based on. Additionally, we also characterize how AI can solve the in both industry and academia. One approach in industry has game given a simultaneous action game model, to understand the characteristics of the solved AI and the impact it has on game game AI being built using N-grams as a prediction algorithm design. to help the AI become better at playing the game [30]. Another common technique is using decision trees to model I.I NTRODUCTION AI behavior [30]. This creates a rule set with which an agent can react to decisions that a player makes. -
Gabriel Flamm +46 736 987 582 [email protected]
Gabriel Flamm +46 736 987 582 [email protected] “My objective is to make sure you feel the intended emotion in every moment” May 2012 – present • Battlefiled V, EA Dice Cinematic Animator Took scenes from mockup in animation software to functional and ready for render farm in Frostbite Polished and finalized several scenes – characters, props, vehicles. • Star Wars Battlefront II, Lucasfilm, EA Dice Cinematics Heroes vs Villains – Intro My responsibility was to come up with ideas for intro moves and direct mocap actors Animate the cameras and set up the logic Galactic Assault - Intros & Outros I created all intros when it comes to character and vehicle animations timed to the systematic camera. I did also set up the cameras, unique for each team on all levels. The outros are real time events where I animated cameras, characters, vehicles and some of the existing VFX assets. Emotes I came up with all Emotes - both VO and motion, planned and directed motion capture I gave direction to a VO actor, to be used as a reference for all other VO actors I created briefs, material and demand lists for outsourcing as well as being part of the feedback process with the animation director • Battlefield 1, EA Dice Cinematic Animator Took scenes from mockup in animation software to functional and ready for render farm in Frostbite Polished and finalized several scenes Animated airplanes in Friends in high places Animated cameras, characters and objects in Nothing is written real time cinematic, timed to VO Added background characters where needed Implemented and polished a few in-game 1p and 3p animations. -
Game Developer Index 2012 Swedish Games Industry’S Reports 2013 Table of Contents
GAME DEVELOPER INDEX 2012 SWEDISH GAMES INDUSTRY’S REPORTS 2013 TABLE OF CONTENTS EXECUTIVE SUMMARY 2 WORDLIST 3 PREFACE 4 TURNOVER AND PROFIT 5 NUMBER OF COMPANIES 7 NUMBER OF EMPLOYEES 7 GENDER DISTRIBUTION 7 TURNOVER PER COMPANY 7 EMPLOYEES PER COMPANY 8 BIGGEST PLAYERS 8 DISTRIBUTION PLATFORMS 8 OUTSOURCING/CONSULTING 9 SPECIALISED SUBCONTRACTORS 9 DLC 10 GAME DEVELOPER MAP 11 LOCATION OF COMPANIES 12 YEAR OF REGISTRY 12 GAME SALES 13 AVERAGE REVIEW SCORES 14 REVENUES OF FREE-TO-PLAY 15 EXAMPLE 15 CPM 16 eCPM 16 NEW SERVICES, NEW PIRACY TARGETS 16 VALUE CHAIN 17 DIGITAL MIDDLEMEN 18 OUTLOOK 18 SWEDISH AAA IN TOP SHAPE 19 CONSOLES 20 PUBISHERS 20 GLOBAL 20 CONCLUSION 22 METHODOLOGY 22 Cover: Mad Max (in development), Avalanche Studios 1 | Game Developer Index 2012 EXECUTIVE SUMMARY The Game Developer Index maps, reports and analyzes the Swedish game devel- opers’ annual operations and international trends by consolidating their respective annual company accounts. Swedish game development is an export industry and operates in a highly globalized market. In just a few decades the Swedish gaming industry has grown from a hobby for enthusiasts into a global industry with cultural and economic importance. The Game Developer Index 2012 compiles Swedish company accounts for the most recently reported fiscal year. The report highlights: • Swedish game developers’ turnover grew by 60 percent to 414 million euro in 2012. A 215% increase from 2010 to 2012. • Most game developer companies (~60 percent) are profitable and the industry reported a combined profit for the fourth consecutive year. • Job creation and employment is up by 30 percent. -
View the Manual
I NTROt>U(TION Get ready for the Epic Adventure of a lifetime. You are Hercules, battling through a series of action-packed levels in order to prove yourself a True Hero on Earth and take your rightful place as a god on Mount Olympus! However, before you can face your first monster, you'll have to convince Phil, Herc's temperamental trainer, that you've got what it takes to be a True Hero. Once you've sharpened your skills, rescued a few "Damsels in Distress:• and shown Phil you've got what it takes, you'll be ready to set offfor some REAL adventure! If you're able to make your way through the deadly Centaur Forest, survive the chaotic "Big Olive," and defeat the fearsome Hydra you'll think you've got this hero stuff wired! But that's just the beginning. Hades, dark lord of the Underworld, is carrying out his evil plan. He's enlisted the Titans - elemental creatures of Ice, Wind, Lava and Rock - as well as a monstrous brood of fire-breathing Griffins,razor beaked Harpies, and a whole army of Skeleton Warriors to help him. To foil Hades' plan Hercules is going to have to use every bit of his training, strength and skill. So guzzle some Herculade, sharpen your sword, and see if you have what it takes to go the distance, and become a TRUE HERO! NOTE: The default setting of this game is "Medium Difficulty". Beginning players might want to start on the "Beginner Difficulty" setting to practice, but just be aware that you will not be able to play the last two levels of the game . -
Game Developer Index 2010 Foreword
SWEDISH GAME INDUSTRY’S REPORTS 2011 Game Developer Index 2010 Foreword It’s hard to imagine an industry where change is so rapid as in the games industry. Just a few years ago massive online games like World of Warcraft dominated, then came the breakthrough for party games like Singstar and Guitar Hero. Three years ago, Nintendo turned the gaming world upside-down with the Wii and motion controls, and shortly thereafter came the Facebook games and Farmville which garnered over 100 million users. Today, apps for both the iPhone and Android dominate the evolution. Technology, business models, game design and marketing changing almost every year, and above all the public seem to quickly embrace and follow all these trends. Where will tomorrow’s earnings come from? How can one make even better games for the new platforms? How will the relationship between creator and audience change? These and many other issues are discussed intensively at conferences, forums and in specialist press. Swedish success isn’t lacking in the new channels, with Minecraft’s unprecedented success or Battlefield Heroes to name two examples. Independent Games Festival in San Francisco has had Swedish winners for four consecutive years and most recently we won eight out of 22 prizes. It has been touted for two decades that digital distribution would outsell traditional box sales and it looks like that shift is finally happening. Although approximately 85% of sales still goes through physical channels, there is now a decline for the first time since one began tracking data. The transformation of games as a product to games as a service seems to be here. -
Application of Retrograde Analysis to Fighting Games
University of Denver Digital Commons @ DU Electronic Theses and Dissertations Graduate Studies 1-1-2019 Application of Retrograde Analysis to Fighting Games Kristen Yu University of Denver Follow this and additional works at: https://digitalcommons.du.edu/etd Part of the Artificial Intelligence and Robotics Commons, and the Game Design Commons Recommended Citation Yu, Kristen, "Application of Retrograde Analysis to Fighting Games" (2019). Electronic Theses and Dissertations. 1633. https://digitalcommons.du.edu/etd/1633 This Thesis is brought to you for free and open access by the Graduate Studies at Digital Commons @ DU. It has been accepted for inclusion in Electronic Theses and Dissertations by an authorized administrator of Digital Commons @ DU. For more information, please contact [email protected],[email protected]. Application of Retrograde Analysis to Fighting Games A Thesis Presented to the Faculty of the Daniel Felix Ritchie School of Engineering and Computer Science University of Denver In Partial Fulfillment of the Requirements for the Degree Master of Science by Kristen Yu June 2019 Advisor: Nathan Sturtevant ©Copyright by Kristen Yu 2019 All Rights Reserved Author: Kristen Yu Title: Application of Retrograde Analysis to Fighting Games Advisor: Nathan Sturtevant Degree Date: June 2019 Abstract With the advent of the fighting game AI competition [34], there has been re- cent interest in two-player fighting games. Monte-Carlo Tree-Search approaches currently dominate the competition, but it is unclear if this is the best approach for all fighting games. In this thesis we study the design of two-player fighting games and the consequences of the game design on the types of AI that should be used for playing the game, as well as formally define the state space that fighting games are based on. -
Distinctive Difference Game Titles Between Japanese Context And
What is “Japanese video game” • Kohler, Chris. "Power-up: how Japanese video games gave the world an extra life." (2004). • Picard, Martin. "The foundation of geemu: A brief history of early Japanese video games." Game Studies 13.2 (2013). • Pelletier-Gagnon, Jérémie. Video Games and Japaneseness: An analysis of localization and circulation of Japanese video games in North America. Diss. McGill University, 2011. What is “Japanese video game” • Some famous “Made in Japan” games is not famous in Japan. Ex : “Zaxxon”(1982), “Jet Grind Radio” (2000), “Cooking Mama”(2006) (C)SEGA 1982 (C)SEGA 2000 (C)TAITO 2006 Some famous Japanese game is not famous in English context. Ex : “moon”(1997) (C) ASCII 1997 (C) ASCII 1997 Japanese gamer don’t know famous game titles. • For example, most of Japanese video game players don’t know “Tempest”(1981), “Canabalt”(2009) (C)ATARI 1981 (C)Semi-Secret Software 2009 Do you know the game ? https://goo.gl/forms/ZJr4iQqam95p9kcC2 1.Purpose of the study A) Today Japanese video game context and English video game context, each context have much local bias. We want to know local game history. B) Developing method to know characteristic history in each area. 2.Significance of the study A) Making basic resource for local game history research, and area studies. B) Extended use case trial of Media Art DB. # Now, This DB don’t include work – version relation.(at 2016/8) Media ART DB / Game Domain(Published by Agency for Cultural Affairs Japan) 3.Method 1. Picking up video game titles from a. video game books, awards, exhibitions about video games, and sales data. -
Platf Orm Game First Person Shooter Strategy Game Alternatereality Game
First person shooter Platform game Alternate reality game Strategy game Platform game Strategy game The platform game (or platformer) is a video game genre Strategy video games is a video game genre that emphasizes characterized by requiring the player to jump to and from sus- skillful thinking and planning to achieve victory. They empha- pended platforms or over obstacles (jumping puzzles). It must size strategic, tactical, and sometimes logistical challenges. be possible to control these jumps and to fall from platforms Many games also offer economic challenges and exploration. or miss jumps. The most common unifying element to these These games sometimes incorporate physical challenges, but games is a jump button; other jump mechanics include swing- such challenges can annoy strategically minded players. They ing from extendable arms, as in Ristar or Bionic Commando, are generally categorized into four sub-types, depending on or bouncing from springboards or trampolines, as in Alpha whether the game is turn-based or real-time, and whether Waves. These mechanics, even in the context of other genres, the game focuses on strategy or tactics. are commonly called platforming, a verbification of platform. Games where jumping is automated completely, such as The Legend of Zelda: Ocarina of Time, fall outside of the genre. The platform game (or platformer) is a video game genre characterized by requiring the player to jump to and from sus- pended platforms or over obstacles (jumping puzzles). It must be possible to control these jumps and to fall from platforms or miss jumps. The most common unifying element to these games is a jump button; other jump mechanics include swing- ing from extendable arms, as in Ristar or Bionic Commando, or bouncing from springboards or trampolines, as in Alpha Waves. -
360Zine Issue 31
FREE! NAVIGATE Issue 31 | June 2009 360Free Magazine For Xbox 360 Gamers.Zine Read it, Print it, Send it to your mates… EXCLUSIVE HANDS-ON PREVIEW & INTERVIEW Guitar Hero PREVIEW & INTERVIEW! Greatest Hits SABOTEUR PLUS! PREVIEW & INTERVIEW! REVIEWED FIGHT NIGHT REVIEWED BATTLESTATIONS: PREVIEWED PACIFIC ROUND 4 CALL OF JUAREZ: BIONIC COMMANDO REARMED BOUND IN BLOOD CONTROL a NAVIGATE |02 QUICK FINDER Don’t miss! This month’s top highlights Every game’s just a click away! MX vs ATV Reflex Guitar Hero Call of Juarez: Greatest Hits Bound in Blood Bionic The Saboteur Commando We have a stack of hands-on previews lining Call of Juarez: Darksiders: Battlestations: up for your perusal this month. Call of Juarez: Wrath of War Pacific Bound in Blood, Darksiders: Wrath of War, The Bound in Blood Fight Night Space Invaders Saboteur, Fight Night Round 4 and Guitar Hero: Pistols at dawn Round 4 Extreme Greatest Hits are all fast on their way to your The Saboteur favourite console and all are looking MORE FREE MAGAZINES! LATEST ISSUES! worthwhile contenders. In addition we have HANDS-ON PREVIEW! EXCLUSIVE INTERVIEW! interviews with the dev teams of Saboteur and Fight Night. In the here and now we also have reviews of Bionic Commando, Battlestations: Pacific and the wonderful XBLA offering that is Space Darksiders: Wrath of War Invaders Extreme. Previewed Enjoy the issue and be sure to come back next time for our exclusive lowdown on the gaming wondershow that is E3. DON’T MISS ISSUE 32 SUBSCRIBE FOR FREE! 360Zine WARNING! MULTIMEDIA DISABLED! FEEDBACK! Dan Hutchinson, Editor Fight Night Round 4 If you are reading this, then you didn’t choose “Play” Click here to [email protected] Knockout preview when Adobe Reader asked you about multimedia when tell us what you opened the magazine.