Differences

This shows you the differences between two versions of the page.

Link to this comparison view

rudolph:cig_new [2020-06-25 19:47] (current)
Marco Pleines [Games for Computational Intelligence Research]
Line 1: Line 1:
 +~~NOTOC~~
 +
 +====== CI in Games ======
 +
 +<​html>​
 +
 +<div style="​background-image:​url(https://​ls11-www.cs.tu-dortmund.de/​_media/​rudolph/​cig_header.jpeg);​display:​table;​width:​100%">​
 +<div style="​background:​rgba(125,​125,​125,​0.4);​height:​161px;​text-align:​center;​display:​table-cell;​vertical-align:​middle">​
 +<div style="​color:​white;​font-weight:​bold;​font-size:​3em;​text-align:​center;​margin-left:​10px;​margin-right:​10px">​
 +<div style="​text-align:​left">​Solving <i style="​font-size:​1.1em">​Problems</​i>​ in <i style="​font-size:​1.1em">​Games</​i></​div><​div style="​text-align:​center;​font-size:​0.66em">​by Means of</​div><​div style="​text-align:​right"><​i style="​font-size:​1.1em">​Computational Intelligence</​i></​div>​
 +</​div>​
 +</​div>​
 +</​div>​
 +
 +</​html>​
 +
 +===== Research Context =====
 +
 +    * Genetic and Evolutionary Algortihms
 +    * Reinforcement Learning
 +    * Procedural Content Generation
 +    * Generative Models
 +    * Deep Learning
 +
 +===== Contacts =====
 +
 +  * [[staff:​rudolph|Prof. Dr. Günter Rudolph]]
 +  * [[staff:​pleines|Marco Pleines]]
 +
 +===== Games for Computational Intelligence Research =====
 +
 +  * [[https://​github.com/​Baekalfen/​PyBoy|PyBoy]]
 +  ​
 +  * [[https://​dockhorn.antares.uberspace.de/​wordpress/​|Blizzard Hearthstone]] [[https://​hearthsim.info/​|HearthSim]]
 +
 +  * [[https://​github.com/​Unity-Technologies/​ml-agents|Unity ML-Agents]]
 +
 +  * [[https://​github.com/​Unity-Technologies/​obstacle-tower-env|Unity Obstacle Tower]]
 +
 +  * [[https://​github.com/​beyretb/​AnimalAI-Olympics|AnimalAI-Olympics]]
 +
 +  * [[https://​gym.openai.com/​|OpenAI Gym]]
 +
 +  * [[https://​retro.readthedocs.io/​en/​latest/​index.html|Gym Retro]]
 +
 +  * [[https://​openai.com/​blog/​quantifying-generalization-in-reinforcement-learning/​|CoinRun]]
 +
 +  * [[https://​bwapi.github.io/​|Blizzard StarCraft: Brood War]]
 +
 +  * [[http://​wiki.sc2ai.net/​Main_Page|Blizzard StarCraft 2]]
 +
 +  * [[https://​developer.valvesoftware.com/​wiki/​Dota_Bot_Scripting|Valve DotA 2]]
 +
 +  * [[https://​aibirds.org/​basic-game-playing-software.html|Angry Birds!]]
 +
 +  * [[http://​vizdoom.cs.put.edu.pl/​|DOOM]]
 +
 +  * [[http://​citeseerx.ist.psu.edu/​viewdoc/​summary?​doi=10.1.1.103.3645|Quake 3]]
 +
 +  * [[https://​github.com/​Microsoft/​malmo|Microsoft Minecraft]]
 +
 +  * [[https://​blog.openai.com/​retro-contest/​|Sonic]]
 +
 +  * [[http://​www.rlbot.org/​|Rocket League]]
 +
 +  * [[https://​pyplanet.readthedocs.io/​en/​latest/​|Trackmania Nations Forever]]
 +
 +  * [[https://​ai.googleblog.com/​2019/​06/​introducing-google-research-football.html|Google Research Football]]
 +
 +  * [[http://​modiki.civfanatics.com/​index.php?​title=Civ4_Python|Civilization IV]]
 +
 +  * [[https://​pokemonshowdown.com/​|Pokemon]]
 +
 +  * [[http://​www.ice.ci.ritsumei.ac.jp/​~ftgaic/​|FightingIce]]
 +
 +  * [[http://​torcs.sourceforge.net/​|The Open Racing Car Simulator]]
 +
 +  * [[http://​www.gvgai.net/​|General Video Game AI]]
 +
 +  * [[https://​osgameclones.com/​|Open Source Game Clones]]
 +
 +  * [[https://​github.com/​elvisyjlin/​lf2gym|Little Fighter 2]]
 +
 +  * [[https://​github.com/​vladfi1/​gym-dolphin|GameCube and Wii Games]]
 +
 +  * [[https://​github.com/​Nordeus/​heroic-rl|Heroic Magic Duel]]
 +===== Publications =====
 +
 +=== Journal Articles ===
 + 
 +=== Conference Articles (peer reviewed) ===
 +
 +=== Technical Reports ===
 +
 +=== Demonstration Articles ===
 +
 +===== Teaching =====
 +
 +=== Completed Project Groups ===
 +
 +=== Current Project Group ===
 +
 +=== Current Diploma Theses ===
 +
 +
 +=== Completed Diploma Theses ===
 +
 +
 +=== Current Master Theses ===
 +
 +=== Completed Master Theses ===
 +
 +=== Current Bachelor Theses ===  ​
 +
 +=== Completed Bachelor Theses === 
 +
 +=== Completed Seminar ===
 +
 +===== Project Groups =====
 +
 +=== PG 511 ===
 +
 +=== PG 529 ===
 +
 +== Stragotiator ==
 +
 +===== Fachprojekte (technical projects) Digital Entertainment Technologies =====
 +
 +===== Links =====
  
 
Last modified: 2020-06-25 19:47 by Marco Pleines
DokuWikiRSS-Feed