pile.org

I Have No Game, and I Must Blog

Random adventure titles

S. Ben Melhuish • Friday, August 25, 2017

Since everybody is doing it, let’s train a neural network with the titles of all adventures published by TSR and Wizards of the Coast, and have it try to generate more adventure titles.

A few highlights:

  • Dragons of Dungeon
  • Dungeons of the Grizawkmar War
  • Egg of Wimbran
  • Ah
  • The Rest of Flerest of the Aebert of the Teromos of the Decie Goo-To
  • Gonad of Dyee

I followed Don Hon’s methodology. As my input, I used a slightly cleaned-up list of adventures published by TSR and Wizards. (For example, I threw out duplicate or near-duplicate titles, as well as things which weren’t primarily adventures.) This gave me a list of 337 items, which I fed into the system and trained for 4000 epochs. I then generated a 5000-character stream, threw out the first and last lines, and:

  • Astares of Des
  • Dungem or the Dagonsof the Dakp of Blood
  • Egye to the Sitred Suzad bair
  • Nidvellis
  • Whe Sma Cradamrory
  • Thaveus of Houss
  • Teres of the Gack
  • Dragons of Aspeik
  • Dragon Flintor
  • The Mighads
  • Wildamy of Blior
  • Il Sa King’s ragil
  • Farestuce
  • Harves of Dartizor
  • The Destal Sword
  • The Ling of the Dragons of Lith
  • Krynnia Gnor’s Kning
  • The Lanchoman Peaw
  • Nhimal’s Nientarmi
  • Palanas of Desto
  • Devens of Lyweny
  • Swords of the Aseats on Eventh
  • Lestitle of Mackaza
  • Ladbys of Bonidned on the Deryncens Ax
  • Tommast of the Drood
  • Madem
  • Dragonse of Nimkhcial
  • Treasures Aadt
  • Mastar of Modntight
  • Lost uningh
  • The Phantorn
  • Ghantas of Astert
  • Dragons’ Rest
  • Aw Nig th Pewpth
  • Wrive Pal Jube
  • Wornis of the Growd
  • Dragons of Life
  • Eyhon Lackpail
  • The Berog’s Hestils
  • Ghed on Heil
  • Und e of the Liny. Rion
  • Dungeonvens of Imkyat Dayre
  • The Lost Spirates
  • Astale
  • The Citago to the Liron’s Gow
  • Crtzi. Fordest of Lindents
  • Famer of the Frorsof the Istert Ratish
  • Swords of the Waraor
  • Dragons of Light
  • Dragons of Dungeon
  • Dragon the Lowdslens
  • Kregot
  • The Elant Castie Riwo
  • Kxalgnanin’s’s Bcarket
  • Dragons of Dneceat
  • Ay Jauter of Elemen
  • Eghs of the Stlefe Mow Motre
  • Swilgh’s Tures
  • the Lordstond
  • Debencan the Gampis
  • The Land Restine
  • Nocityalwal Pat
  • Dishaul
  • The Bastchale
  • Thest Socon’s Rebor
  • Dengerat on Deacce
  • Thame to Theuta
  • Dragons of Dal
  • DagNons of Depe
  • Dragons of Hoathilh
  • Sakulm Stheeris
  • Saack The Horder
  • Chast of Horrors
  • Dreagons of Lindhy of the Growds
  • In Xear of the Trop
  • Vercig the Slaver Phrow
  • Unde Ip the Dounux
  • Dungeons of Endemy
  • The Sworttile Store
  • Matilivon of the Dieplen
  • Rorghse Kin
  • Noncing of Dientir of Mankers
  • Desent King
  • Tie Ivang of the Eantis
  • Duvensi Mastas
  • Grempohts
  • Savise of Horrror
  • Plould
  • The Und of Iarnist on Cacy
  • Dwarb Ingytt
  • Tomle of Life
  • Dungeons of the Grizawkmar War
  • kragay of Swory
  • Light
  • Saciy of Low
  • Trhiad Stery Gods
  • Chords of the Dead
  • Nenicing Isaml
  • Dragons of Blow
  • Drvese Knat of the Aeco
  • Uldlan’s Ovags
  • Black Shuneal Snamise
  • Macinge of ’s Danceman
  • Allman’s Agaster
  • Dacthilal Pil
  • The Adental Wacl
  • Elye of Thitt
  • Chrions of Blood
  • Desst of the Eartror
  • Valyne of Hoclain
  • The Veilengace
  • Egg of Wimbran
  • Dragon Ragin
  • The Investars inchama
  • The Bestonter Stocbity
  • The Mider of Arpenter
  • Fordestals
  • Ealt’s Makce
  • Davener of Triedt
  • Damyrordssof
  • The Fint Lind Gibgdin
  • Mordsenk Harde
  • Neck’arss
  • Merceder
  • To Londerle
  • Ra’dse Slared
  • Skarchiana Waad
  • Mands of Dero-Noom
  • Gonagiic the Mojds
  • Read of Assiam
  • Szaral of Lankhmar
  • Desaltro the Deaths of the Sire Haur
  • Hal Londerntone
  • The Fonventures
  • Bivenes of Granyh of Mynkeswel
  • The Lost wing Ritror
  • Fest of Asthentizar
  • Ent’s Bepings
  • Marachazon
  • Davens of Rice
  • Uyp of Elyh of Lardron
  • Knight of Deit
  • Bery of the Snaderles of Deatron
  • Lachany Patos
  • Ah
  • Nest Oumar onm a thaerort
  • Danager of Snkuzatur
  • The Islathh of Lankhmar
  • Playe
  • Dragons of Enchartror
  • The Acamad
  • The Gleilen Spined!o
  • Lagyns of Rescor
  • Dacves of Flareder
  • The Elve Pains’ Hixe
  • Conag Houre
  • The Bocnatiymuo!
  • The
  • Ambal of of Kryny
  • Dragon Ichad
  • Raade of Lofk
  • Dragons of Hores
  • The Shrowdern’s King
  • The I Gaths of Lankamben
  • Hallcy of Deseal
  • Dwengers of Falems
  • Laydshados
  • The Knight of Ghay
  • Gronas a Lines
  • Vecrave Miroe
  • Ciyns of Kron
  • Dragon Doungeor
  • Dragon the Undercem
  • Dragon Houneal Jive
  • The Rest of Flerest of the Aebert of the Teromos of the Decie Goo-To
  • Mauins of Slikell
  • Elvest
  • Balmoms
  • The Puter of Thabired Pats
  • Ascalemy of the Herox
  • Pleanss of Desolatior
  • The Sock of Depthon
  • Aarchans of AmFyntiwol
  • The Vopt of the Deron
  • Sworg’n Incedle
  • Baves of Thath
  • Swordsthunta
  • The Forgotten Hlame
  • Night’s Eerl
  • unce of Elcane Sworz
  • Ond of the Iron Shakron
  • Black Slhares of the Shamkur
  • Hali: fia the Hild of Glisety
  • Blord Gity
  • Damine of themple
  • Dragons of Bloodston
  • Inves Temranm
  • The Aragit of Islence of Linditca
  • Snacrawkrorn
  • Chalcomand the Procn
  • Uwamph
  • Dagons of Triepth
  • Rahair
  • To Faintures
  • Here Go the Inp inth
  • Haraum of the Loods
  • Daymonstom Tembler
  • .a the Lordston
  • The Maines of Tiderlat
  • Daalnins of Yagor
  • Balcre on S’gcanes
  • The Orari Fuster
  • The Macityh
  • Palu-xa
  • The Avade of Lankhmar
  • Tales Pastk Glion Davenge Moast
  • Dagon’s Kzanm
  • ragy of Bzartn
  • Dragows the Babar
  • Agbabisp of Sliyty
  • Dargons athon
  • Buld of the Light
  • The Svacon of A’dventure
  • Klee
  • Forghit of the Sharta
  • Failiad of Bald
  • Godstauy
  • Lagon’ss Beeamy
  • ord tile of Frype
  • Hoclal Migzindwal Cian
  • Cayen of Horlp oft AleUd
  • Favenso Bloodstone
  • Grachirat
  • Righfale
  • Thastanaigh
  • Balconenanmastiun
  • The Wave Coast Ridencail
  • The Sinavers of the Undery
  • Nezcond to the Serper
  • The Ho Idventus of Despailm
  • Agmers of the Phowx
  • Sayhiaf Toamor
  • Dak Howcr
  • Dherak In’ss Paccor
  • Dlalwans Hompe
  • Kixtl
  • Exel of the Shark
  • Crayls of Dsoerath
  • Kyphat
  • Dragons of Hope
  • The Und of Isshancent
  • Dwornes of Dedpe
  • Sharyest of the Vile Goins
  • Dragons of Deseo
  • Dacon’s God
  • Descarce Wail
  • Lekzer Somcunain
  • The Und arderss
  • Where th of Lonkardin
  • The Dadel Pene
  • As astils Spitter
  • Flate of the Depths of the Giety
  • Tares of Desoraortior
  • Danay on the Gwor
  • Chrinde Bal Deep
  • Ferd of the Kinge
  • Dragons of Dxeam
  • Dray of Addngeon
  • Sureg of the De
  • Kre an Mardents
  • Wiilqh Secne Ipus
  • Gonad of Dyee
  • Dragons of Diell