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Illuminating the Space of Beatable Lode Runner Levels Produced by Various Generative Adversarial Networks
Illuminating the Space of Beatable Lode Runner Levels Produced By Various Generative Adversarial Networks Kirby Steckel Jacob Schrum Southwestern University Southwestern University Georgetown, Texas, USA Georgetown, Texas, USA [email protected] [email protected] ABSTRACT the training set influences the results. Specifically, the quality di- Generative Adversarial Networks (GANs) are capable of generating versity algorithm MAP-Elites [11] is used to illuminate the search convincing imitations of elements from a training set, but the distri- spaces induced by several GANs, to determine the diversity they bution of elements in the training set affects to difficulty of properly can produce, and see how many of those levels are actually beatable. training the GAN and the quality of the outputs it produces. This Out of the original 150 levels in the game, training sets of the first paper looks at six different GANs trained on different subsets of 5, 20, 50, 100, and 150 levels were created, as well as a group of 13 data from the game Lode Runner. The quality diversity algorithm levels that are similar in that their layouts depict words and letters. MAP-Elites was used to explore the set of quality levels that could Contrary to expectations, the GAN trained on all 150 Lode Runner be produced by each GAN, where quality was defined as being beat- levels did not produce many beatable levels, and was middling in able and having the longest solution path possible. Interestingly, a terms of the diversity of the levels produced. Although the diversity GAN trained on only 20 levels generated the largest set of diverse of the full training set was larger, the GAN seemed more prone to beatable levels while a GAN trained on 150 levels generated the mode collapse [20] as a result. -
Pandora Box DX – 3000 Games List
Pandora Box DX – 3000 Games List Stamp★Game Support 3Players/4Players Stamp▲Are 3D Game No. Game Name 1 Street Fighter EX Plus ▲3D 2 Street Fighter EX2 Plus ▲3D 3 Capcom Vs.SNK 2000 Pro ▲3D 4 Mortal Kombat (coin version) ▲3D 5 Mortal Kombat 2(set1) ▲3D 6 Mortal Kombat 3 Trilogy ▲3D 7 Mortal Kombat 4 ▲3D 8 Tekken ▲3D 9 Tekken 2 ▲3D 10 Tekken 3 ▲3D 11 Street Fighter Zero 12 Street Fighter Zero2 13 Street Fighter Zero3 14 Street Fighter Alpha : W’Dreams 15 Street Fighter Alpha 2 16 Street Fighter Alpha 3 17 Street Fighter III 3rd Strike 18 Street Fighter III 2nd Impact 19 Street Fighter III : New Generaon 20 Marvel Super Heroes 21 Marvel Super Heroes Vs. St Fighter 22 Marvel Vs. Capcom : Super Heroes 23 X-Men : Children of the Atom 24 X-Men Vs. Street Fighter 25 Hyper Street Fighter II : AE 26 Super Street Fighter II : New C 27 Super Street Fighter II Turbo 28 Super Street Fighter II X : GMC 29 Street Fighter II : The World Warrior 30 Street Fighter II : Champion Edion 31 Street Fighter II : Hyper Fighng 32 Street Fighter II : HY Fighng Turbo 33 Street Fighter II’ : Champion set 1 34 Street Fighter II’ : Champion set 2 35 Street Fighter II’ : Champion Red W 36 Street Fighter II’ : Champion Tu Long 37 Street Fighter II’ : Champion M2 38 Street Fighter II’ : Champion M3 39 Street Fighter II’ : Champion M4 40 Street Fighter II’ : Champion M5 41 Street Fighter II’ : Champion M6 42 Street Fighter II’ : Champion M7 43 Street Fighter 44 The King of Fighters 97 45 The King of Fighters 98 46 The King of Fighters 99 47 The King of Fighters 2000 48 The King of Fighters 2001 49 The King of Fighters 2002 50 The King of Fighters 2003 51 The King of Fighters 10Th Unique II 52 CTHD 2003 Super Plus 53 SNK Vs. -
Lode Runner 2 Is the Latest Addition to the Family
WELCOME In the late eighties the arcades were seeing their bleakest days, and those of us who couldn’t get enough video junk bought home computers for a quick fix. It was during one of these episodes in 1987 on my Apple IIgs that I first discovered Lode Runner. Ironically, I was a late bloomer to the whole Lode Runner scene. The game first appeared four years earlier on the Apple II; I owned an Apple IIgs at the time and could only run genuine Apple II software in a downgraded state called, ‘emulation mode.’ My gs and its 7 MHz of power were state of the art. Who was I to trifle with this silly, outdated game called ‘Lode Runner’ when I could harvest some testosterone with 4 bit graphics and stereo sound? Why waste my time on such antiquated trivialities? Too much bother for me and my supreme gs! Bah! Lode Schmode! Well, I did bother, and thanks be to God that I did. I think about three weeks after I booted the dumb thing I got up to go to the bathroom. I remember dreaming more than once during that period that I was the Lode Runner. The incessant ‘peyoo-peyoo’ of the digging sound effect was more etched into my brain than the ever-popular Thompson Twins of the time (another thanks-be-to-God on that one). It was mythologized on UUnet that I could dig a five-tiered wall and live to tell about it. I was this game and this game was I. -
1300 Games in 1 Games List
1300 Games in 1 Games List 1. 1942 – (Shooting) [609] 2. 1941 : COUNTER ATTACK – (Shooting) [608] 3. 1943 : THE BATTLE OF MIDWAY – (Shooting) [610] 4. 1943 KAI : MIDWAY KAISEN – (Shooting) [611] 5. 1944 : THE LOOP MASTER – (Shooting) [521] 6. 1945KIII – (Shooting) [604] 7. 19XX : THE WAR AGAINST DESTINY – (Shooting) [612] 8. 2020 SUPER BASEBALL – (Sport) [839] 9. 3 COUNT BOUT – (Fighting) [70] 10. 4 EN RAYA – (Puzzle) [1061] 11. 4 FUN IN 1 – (Shooting) [714] 12. 4-D WARRIORS – (Shooting) [575] 13. STREET : A DETECTIVE STORY – (Action) [303] 14. 88GAMES – (Sport) [881] 15. 9 BALL SHOOTOUT – (Sport) [850] 16. 99 : THE LAST WAR – (Shooting) [813] 17. D. 2083 – (Shooting) [768] 18. ACROBAT MISSION – (Shooting) [678] 19. ACROBATIC DOG-FIGHT – (Shooting) [735] 20. ACT-FANCER CYBERNETICK HYPER WEAPON – (Action) [320] 21. ACTION HOLLYWOOOD – (Action) [283] 22. AERO FIGHTERS – (Shooting) [673] 23. AERO FIGHTERS 2 – (Shooting) [556] 24. AERO FIGHTERS 3 – (Shooting) [557] 25. AGGRESSORS OF DARK KOMBAT – (Fighting) [64] 26. AGRESS – (Puzzle) [1054] 27. AIR ATTACK – (Shooting) [669] 28. AIR BUSTER : TROUBLE SPECIALTY RAID UNIT – (Shooting) [537] 29. AIR DUEL – (Shooting) [686] 30. AIR GALLET – (Shooting) [613] 31. AIRWOLF – (Shooting) [541] 32. AKKANBEDER – (Shooting) [814c] 33. ALEX KIDD : THE LOST STARS – (Puzzle) [1248] 34. ALIBABA AND 40 THIEVES – (Puzzle) [1149] 35. ALIEN CHALLENGE – (Fighting) [87] 36. ALIEN SECTOR – (Shooting) [718] 37. ALIEN STORM – (Action) [322] 38. ALIEN SYNDROME – (Action) [374] 39. ALIEN VS. PREDATOR – (Action) [251] 40. ALIENS – (Action) [373] 41. ALLIGATOR HUNT – (Action) [278] 42. ALPHA MISSION II – (Shooting) [563] 43. ALPINE SKI – (Sport) [918] 44. AMBUSH – (Shooting) [709] 45. -
Multi-Domain Level Generation and Blending with Sketches Via Example
MULTI-DOMAIN LEVEL GENERATION AND BLENDING WITH SKETCHES VIA EXAMPLE-DRIVEN BSP AND VARIATIONAL AUTOENCODERS Sam Snodgrass Anurag Sarkar modl.ai Northeastern University Copenhagen, Denmark Boston, MA, USA [email protected] [email protected] June 18, 2020 ABSTRACT Procedural content generation via machine learning (PCGML) has demonstrated its usefulness as a content and game creation approach, and has been shown to be able to support human creativity. An important facet of creativity is combinational creativity or the recombination, adaptation, and reuse of ideas and concepts between and across domains. In this paper, we present a PCGML approach for level generation that is able to recombine, adapt, and reuse structural patterns from several domains to approximate unseen domains. We extend prior work involving example-driven Binary Space Partitioning for recombining and reusing patterns in multiple domains, and incorporate Variational Autoencoders (VAEs) for generating unseen structures. We evaluate our approach by blending across 7 domains and subsets of those domains. We show that our approach is able to blend domains together while retaining structural components. Additionally, by using different groups of training domains our approach is able to generate both 1) levels that reproduce and capture features of a target domain, and 2) levels that have vastly different properties from the input domain. Keywords procedural content generation, level blending, ize across several domains. These methods either try to level generation, binary space partitioning, variational supplement a new domain’s training data with examples autoencoder, PCGML from other domains [25], build multiple models and blend them together [7, 20], or directly build a model trained on multiple domains [21]. -
Master List of Games This Is a List of Every Game on a Fully Loaded SKG Retro Box, and Which System(S) They Appear On
Master List of Games This is a list of every game on a fully loaded SKG Retro Box, and which system(s) they appear on. Keep in mind that the same game on different systems may be vastly different in graphics and game play. In rare cases, such as Aladdin for the Sega Genesis and Super Nintendo, it may be a completely different game. System Abbreviations: • GB = Game Boy • GBC = Game Boy Color • GBA = Game Boy Advance • GG = Sega Game Gear • N64 = Nintendo 64 • NES = Nintendo Entertainment System • SMS = Sega Master System • SNES = Super Nintendo • TG16 = TurboGrafx16 1. '88 Games ( Arcade) 2. 007: Everything or Nothing (GBA) 3. 007: NightFire (GBA) 4. 007: The World Is Not Enough (N64, GBC) 5. 10 Pin Bowling (GBC) 6. 10-Yard Fight (NES) 7. 102 Dalmatians - Puppies to the Rescue (GBC) 8. 1080° Snowboarding (N64) 9. 1941: Counter Attack ( Arcade, TG16) 10. 1942 (NES, Arcade, GBC) 11. 1943: Kai (TG16) 12. 1943: The Battle of Midway (NES, Arcade) 13. 1944: The Loop Master ( Arcade) 14. 1999: Hore, Mitakotoka! Seikimatsu (NES) 15. 19XX: The War Against Destiny ( Arcade) 16. 2 on 2 Open Ice Challenge ( Arcade) 17. 2010: The Graphic Action Game (Colecovision) 18. 2020 Super Baseball ( Arcade, SNES) 19. 21-Emon (TG16) 20. 3 Choume no Tama: Tama and Friends: 3 Choume Obake Panic!! (GB) 21. 3 Count Bout ( Arcade) 22. 3 Ninjas Kick Back (SNES, Genesis, Sega CD) 23. 3-D Tic-Tac-Toe (Atari 2600) 24. 3-D Ultra Pinball: Thrillride (GBC) 25. 3-D WorldRunner (NES) 26. 3D Asteroids (Atari 7800) 27. -
Video Game Archive: Nintendo 64
Video Game Archive: Nintendo 64 An Interactive Qualifying Project submitted to the Faculty of WORCESTER POLYTECHNIC INSTITUTE in partial fulfilment of the requirements for the degree of Bachelor of Science by James R. McAleese Janelle Knight Edward Matava Matthew Hurlbut-Coke Date: 22nd March 2021 Report Submitted to: Professor Dean O’Donnell Worcester Polytechnic Institute This report represents work of one or more WPI undergraduate students submitted to the faculty as evidence of a degree requirement. WPI routinely publishes these reports on its web site without editorial or peer review. Abstract This project was an attempt to expand and document the Gordon Library’s Video Game Archive more specifically, the Nintendo 64 (N64) collection. We made the N64 and related accessories and games more accessible to the WPI community and created an exhibition on The History of 3D Games and Twitch Plays Paper Mario, featuring the N64. 2 Table of Contents Abstract…………………………………………………………………………………………………… 2 Table of Contents…………………………………………………………………………………………. 3 Table of Figures……………………………………………………………………………………………5 Acknowledgements……………………………………………………………………………………….. 7 Executive Summary………………………………………………………………………………………. 8 1-Introduction…………………………………………………………………………………………….. 9 2-Background………………………………………………………………………………………… . 11 2.1 - A Brief of History of Nintendo Co., Ltd. Prior to the Release of the N64 in 1996:……………. 11 2.2 - The Console and its Competitors:………………………………………………………………. 16 Development of the Console……………………………………………………………………...16 -
[Japan] SALA GIOCHI ARCADE 1000 Miglia
SCHEDA NEW PLATINUM PI4 EDITION La seguente lista elenca la maggior parte dei titoli emulati dalla scheda NEW PLATINUM Pi4 (20.000). - I giochi per computer (Amiga, Commodore, Pc, etc) richiedono una tastiera per computer e talvolta un mouse USB da collegare alla console (in quanto tali sistemi funzionavano con mouse e tastiera). - I giochi che richiedono spinner (es. Arkanoid), volanti (giochi di corse), pistole (es. Duck Hunt) potrebbero non essere controllabili con joystick, ma richiedono periferiche ad hoc, al momento non configurabili. - I giochi che richiedono controller analogici (Playstation, Nintendo 64, etc etc) potrebbero non essere controllabili con plance a levetta singola, ma richiedono, appunto, un joypad con analogici (venduto separatamente). - Questo elenco è relativo alla scheda NEW PLATINUM EDITION basata su Raspberry Pi4. - Gli emulatori di sistemi 3D (Playstation, Nintendo64, Dreamcast) e PC (Amiga, Commodore) sono presenti SOLO nella NEW PLATINUM Pi4 e non sulle versioni Pi3 Plus e Gold. - Gli emulatori Atomiswave, Sega Naomi (Virtua Tennis, Virtua Striker, etc.) sono presenti SOLO nelle schede Pi4. - La versione PLUS Pi3B+ emula solo 550 titoli ARCADE, generati casualmente al momento dell'acquisto e non modificabile. Ultimo aggiornamento 2 Settembre 2020 NOME GIOCO EMULATORE 005 SALA GIOCHI ARCADE 1 On 1 Government [Japan] SALA GIOCHI ARCADE 1000 Miglia: Great 1000 Miles Rally SALA GIOCHI ARCADE 10-Yard Fight SALA GIOCHI ARCADE 18 Holes Pro Golf SALA GIOCHI ARCADE 1941: Counter Attack SALA GIOCHI ARCADE 1942 SALA GIOCHI ARCADE 1943 Kai: Midway Kaisen SALA GIOCHI ARCADE 1943: The Battle of Midway [Europe] SALA GIOCHI ARCADE 1944 : The Loop Master [USA] SALA GIOCHI ARCADE 1945k III SALA GIOCHI ARCADE 19XX : The War Against Destiny [USA] SALA GIOCHI ARCADE 2 On 2 Open Ice Challenge SALA GIOCHI ARCADE 4-D Warriors SALA GIOCHI ARCADE 64th. -
Comparatif Line up Neogeo Mini.Xlsx
Neo Geo Mini Samurai Showdown (40 jeux) Neo Geo Mini International (40 jeux) Neo Geo Mini Christmas (48 jeux) Neo Geo Asiatique (40 jeux) Agressor of Dark Combat 3 Count Bout Agressors of Dark Combat Aggressors of Dark Kombat Alpha Mission 2 Art of Fighting Alpha Mission 2 Alpha Mission II Art of Fighting Blazing Star Art of Fighting Art of Fighting Blazing Star Blue’s Journey Blazing Star Blazing Star Blue’s Journey Crossed Swords Blue’s Journey Burning Fight Burning Fight Fatal Fury Special Burning Fight Cyber-Lip Cyber Lip Foot Ball Frenzy Cyber Lip Fatal Fury Special Fatal Fury Garou : Mark of the Wolves Fatal Fury Garou : Mark of the Wolves Fatal Fury 2 Ghost Pilots Fatal Fury 2 King of Monsters 2 Garou : Mark of the Wolves King of the Monsters Fatal Fury 3 Kizuna Encounter : Super Tag Battle King of the Monsters 2 King of the Monsters 2 Garou : Mark of the Wolves Metal Slug Kizuna Encounter : Super Tag Battle Kizuna Encounter : Super Tag Battle King of the Monsters Metal Slug 2 League Bowling Last Resort King of the Monsters 2 Metal Slug 3 Magician Lord Magician Lord Kizuna Encounter : Super Tag Battle Ninja Commando Metal Slug Metal Slug League Bowling Ninja Master's : Haou Ninpou Chou Metal Slug 2 Metal Slug 2 Magician Lord Puzzled Metal Slug 3 Metal Slug 3 Metal Slug Real Bout Fatal Fury 2 : The Newcomers Ninja Combat Metal Slug 4 Metal Slug 2 Real Bout : Fatal Fury Ninja Master's : Haou Ninpou Chou Metal Slug 5 Metal Slug 3 Samurai Shodown II Real Bout : Fatal Fury 2 Metal Slug X Metal Slug 4 Samurai Shodown IV : Amakusa’s Revenge -
Master List of Games This Is a List of Every Game on a Fully Loaded SKG Retro Box, and Which System(S) They Appear On
Master List of Games This is a list of every game on a fully loaded SKG Retro Box, and which system(s) they appear on. Keep in mind that the same game on different systems may be vastly different in graphics and game play. In rare cases, such as Aladdin for the Sega Genesis and Super Nintendo, it may be a completely different game. System Abbreviations: • GB = Game Boy • GBC = Game Boy Color • GBA = Game Boy Advance • GG = Sega Game Gear • N64 = Nintendo 64 • NES = Nintendo Entertainment System • SMS = Sega Master System • SNES = Super Nintendo • TG16 = TurboGrafx16 1. '88 Games (Arcade) 2. 007: Everything or Nothing (GBA) 3. 007: NightFire (GBA) 4. 007: The World Is Not Enough (N64, GBC) 5. 10 Pin Bowling (GBC) 6. 10-Yard Fight (NES) 7. 102 Dalmatians - Puppies to the Rescue (GBC) 8. 1080° Snowboarding (N64) 9. 1941: Counter Attack (TG16, Arcade) 10. 1942 (NES, Arcade, GBC) 11. 1942 (Revision B) (Arcade) 12. 1943 Kai: Midway Kaisen (Japan) (Arcade) 13. 1943: Kai (TG16) 14. 1943: The Battle of Midway (NES, Arcade) 15. 1944: The Loop Master (Arcade) 16. 1999: Hore, Mitakotoka! Seikimatsu (NES) 17. 19XX: The War Against Destiny (Arcade) 18. 2 on 2 Open Ice Challenge (Arcade) 19. 2010: The Graphic Action Game (Colecovision) 20. 2020 Super Baseball (SNES, Arcade) 21. 21-Emon (TG16) 22. 3 Choume no Tama: Tama and Friends: 3 Choume Obake Panic!! (GB) 23. 3 Count Bout (Arcade) 24. 3 Ninjas Kick Back (SNES, Genesis, Sega CD) 25. 3-D Tic-Tac-Toe (Atari 2600) 26. 3-D Ultra Pinball: Thrillride (GBC) 27. -
Newagearcade.Com 5000 in One Arcade Game List!
Newagearcade.com 5,000 In One arcade game list! 1. AAE|Armor Attack 2. AAE|Asteroids Deluxe 3. AAE|Asteroids 4. AAE|Barrier 5. AAE|Boxing Bugs 6. AAE|Black Widow 7. AAE|Battle Zone 8. AAE|Demon 9. AAE|Eliminator 10. AAE|Gravitar 11. AAE|Lunar Lander 12. AAE|Lunar Battle 13. AAE|Meteorites 14. AAE|Major Havoc 15. AAE|Omega Race 16. AAE|Quantum 17. AAE|Red Baron 18. AAE|Ripoff 19. AAE|Solar Quest 20. AAE|Space Duel 21. AAE|Space Wars 22. AAE|Space Fury 23. AAE|Speed Freak 24. AAE|Star Castle 25. AAE|Star Hawk 26. AAE|Star Trek 27. AAE|Star Wars 28. AAE|Sundance 29. AAE|Tac/Scan 30. AAE|Tailgunner 31. AAE|Tempest 32. AAE|Warrior 33. AAE|Vector Breakout 34. AAE|Vortex 35. AAE|War of the Worlds 36. AAE|Zektor 37. Classic Arcades|'88 Games 38. Classic Arcades|1 on 1 Government (Japan) 39. Classic Arcades|10-Yard Fight (World, set 1) 40. Classic Arcades|1000 Miglia: Great 1000 Miles Rally (94/07/18) 41. Classic Arcades|18 Holes Pro Golf (set 1) 42. Classic Arcades|1941: Counter Attack (World 900227) 43. Classic Arcades|1942 (Revision B) 44. Classic Arcades|1943 Kai: Midway Kaisen (Japan) 45. Classic Arcades|1943: The Battle of Midway (Euro) 46. Classic Arcades|1944: The Loop Master (USA 000620) 47. Classic Arcades|1945k III 48. Classic Arcades|19XX: The War Against Destiny (USA 951207) 49. Classic Arcades|2 On 2 Open Ice Challenge (rev 1.21) 50. Classic Arcades|2020 Super Baseball (set 1) 51. -
Full Games List Pandora DX 3000 in 1
www.myarcade.com.au Ph 0412227168 Full Games List Pandora DX 3000 in 1 1. 10-YARD FIGHT – (1/2P) – (1464) 38. ACTION 52 – (1/2P) – (2414) 2. 16 ZHANG MA JIANG – (1/2P) – 39. ACTION FIGHTER – (1/2P) – (1093) (2391) 40. ACTION HOLLYWOOOD – (1/2P) – 3. 1941 : COUNTER ATTACK – (1/2P) – (362) (860) 41. ADDAMS FAMILY VALUES – (1/2P) – 4. 1942 – (1/2P) – (861) (2431) 5. 1942 – AIR BATTLE – (1/2P) – (1140) 42. ADVENTUROUS BOY-MAO XIAN 6. 1943 : THE BATTLE OF MIDWAY – XIAO ZI – (1/2P) – (2266) (1/2P) – (862) 43. AERO FIGHTERS – (1/2P) – (927) 7. 1943 KAI : MIDWAY KAISEN – (1/2P) 44. AERO FIGHTERS 2 – (1/2P) – (810) – (863) 45. AERO FIGHTERS 3 – (1/2P) – (811) 8. 1943: THE BATTLE OF MIDWAY – 46. AERO FIGHTERS 3 BOSS – (1/2P) – (1/2P) – (1141) (812) 9. 1944 : THE LOOP MASTER – (1/2P) 47. AERO FIGHTERS- UNLIMITED LIFE – (780) – (1/2P) – (2685) 10. 1945KIII – (1/2P) – (856) 48. AERO THE ACRO-BAT – (1/2P) – 11. 19XX : THE WAR AGAINST DESTINY (2222) – (1/2P) – (864) 49. AERO THE ACRO-BAT 2 – (1/2P) – 12. 2 ON 2 OPEN ICE CHALLENGE – (2624) (1/2P) – (1415) 50. AERO THE ACRO-BAT 2 (USA) – 13. 2020 SUPER BASEBALL – (1/2P) – (1/2P) – (2221) (1215) 51. AFTER BURNER II – (1/2P) – (1142) 14. 3 COUNT BOUT – (1/2P) – (1312) 52. AGENT SUPER BOND – (1/2P) – 15. 4 EN RAYA – (1/2P) – (1612) (2022) 16. 4 FUN IN 1 – (1/2P) – (965) 53. AGGRESSORS OF DARK KOMBAT – 17. 46 OKUNEN MONOGATARI – (1/2P) (1/2P) – (106) – (2711) 54.