Difference between revisions of "General Game Playing"

From Chessprogramming wiki
Jump to: navigation, search
 
(11 intermediate revisions by the same user not shown)
Line 2: Line 2:
  
 
'''General Game Playing''', (GGP)<br/>
 
'''General Game Playing''', (GGP)<br/>
an approach of Artificial Intelligence programs to be able to play more than one game successfully. For games like [[Chess|chess]], computers are programmed to play these games using a specially designed algorithm - a chess playing program cannot play [[Checkers|checkers]]. A General Game Playing system, if well designed, would be able to help in other areas, such as in providing intelligence for search and rescue missions <ref>[http://www.general-game-playing.de/ General Game Playing - Home]</ref>. One well know commercial General Game program is [[Zillions of Games]] by [[Jeff Mallett]] and [[Mark Lefler]] <ref>[https://en.wikipedia.org/wiki/Zillions_of_Games Zillions of Games from Wikipedia]</ref> .
+
an approach of Artificial Intelligence programs to be able to play more than one game successfully. For games like [[Chess|chess]], computers are programmed to play these games using a specially designed algorithm - a chess playing program cannot play [[Checkers|checkers]]. A General Game Playing system, if well designed, would be able to help in other areas, such as in providing intelligence for search and rescue missions <ref>[http://www.general-game-playing.de/ General Game Playing - Home]</ref>. One well known commercial General Game program is [[Zillions of Games]] by [[Jeff Mallett]] and [[Mark Lefler]] <ref>[https://en.wikipedia.org/wiki/Zillions_of_Games Zillions of Games from Wikipedia]</ref> .
  
 
=GVGP=
 
=GVGP=
Line 63: Line 63:
 
* [[Yngvi Björnsson]], [[Stephan Schiffel]] ('''2013'''). ''[http://scholar.google.com/citations?view_op=view_citation&hl=en&user=jRcb4G4AAAAJ&citation_for_view=jRcb4G4AAAAJ:7PzlFSSx8tAC Comparison of GDL Reasoners]''. [[Conferences#IJCAI2013|IJCAI 2013]] <ref>[https://en.wikipedia.org/wiki/Game_Description_Language Game Description Language from Wikipedia]</ref>
 
* [[Yngvi Björnsson]], [[Stephan Schiffel]] ('''2013'''). ''[http://scholar.google.com/citations?view_op=view_citation&hl=en&user=jRcb4G4AAAAJ&citation_for_view=jRcb4G4AAAAJ:7PzlFSSx8tAC Comparison of GDL Reasoners]''. [[Conferences#IJCAI2013|IJCAI 2013]] <ref>[https://en.wikipedia.org/wiki/Game_Description_Language Game Description Language from Wikipedia]</ref>
 
* [[Volodymyr Mnih]], [[Koray Kavukcuoglu]], [[David Silver]], [[Alex Graves]], [[Ioannis Antonoglou]], [[Daan Wierstra]], [[Martin Riedmiller]] ('''2013'''). ''Playing Atari with Deep Reinforcement Learning''. [http://arxiv.org/abs/1312.5602 arXiv:1312.5602] <ref>[http://www.nervanasys.com/demystifying-deep-reinforcement-learning/ Demystifying Deep Reinforcement Learning] by [http://www.nervanasys.com/author/tambet/ Tambet Matiisen], [http://www.nervanasys.com/ Nervana], December 21, 2015</ref>
 
* [[Volodymyr Mnih]], [[Koray Kavukcuoglu]], [[David Silver]], [[Alex Graves]], [[Ioannis Antonoglou]], [[Daan Wierstra]], [[Martin Riedmiller]] ('''2013'''). ''Playing Atari with Deep Reinforcement Learning''. [http://arxiv.org/abs/1312.5602 arXiv:1312.5602] <ref>[http://www.nervanasys.com/demystifying-deep-reinforcement-learning/ Demystifying Deep Reinforcement Learning] by [http://www.nervanasys.com/author/tambet/ Tambet Matiisen], [http://www.nervanasys.com/ Nervana], December 21, 2015</ref>
* [[John Levine]], [[Clare Bates Congdon]], [[Marc Ebner]], [[Graham Kendall]], [[Simon Lucas]], [[Risto Miikkulainen]], [[Tom Schaul]], [[Tommy Thompson]] ('''2013'''). ''General Video Game Playing''. [https://dblp.uni-trier.de/db/conf/dagstuhl/dfu6.html Artificial and Computational Intelligence in Games 2013], [http://people.idsia.ch/~tom/publications/dagstuhl-gvgp.pdf pdf]
+
* [[John Levine]], [[Clare Bates Congdon]], [[Marc Ebner]], [[Graham Kendall]], [[Simon Lucas]], [[Risto Miikkulainen]], [[Tom Schaul]], [[Tommy Thompson]] ('''2013'''). ''[https://drops.dagstuhl.de/opus/volltexte/2013/4337/ General Video Game Playing]''. [https://dblp.uni-trier.de/db/conf/dagstuhl/dfu6.html Artificial and Computational Intelligence in Games 2013]
 +
* [[Marc Ebner]], [[John Levine]], [[Simon Lucas]], [[Tom Schaul]], [[Tommy Thompson]], [[Julian Togelius]] ('''2013'''). ''[https://drops.dagstuhl.de/opus/volltexte/2013/4338/ Towards a Video Game Description Language]''. [https://dblp.uni-trier.de/db/conf/dagstuhl/dfu6.html Artificial and Computational Intelligence in Games 2013]
 
'''2014'''
 
'''2014'''
 
* [[Michael Genesereth]], [[Michael Thielscher]] ('''2014'''). ''[https://www.morganclaypool.com/doi/abs/10.2200/S00564ED1V01Y201311AIM024 General Game Playing]''. [https://www.morganclaypool.com/toc/aim/1/1 Synthesis Lectures on Artificial Intelligence and Machine Learning], March 2014
 
* [[Michael Genesereth]], [[Michael Thielscher]] ('''2014'''). ''[https://www.morganclaypool.com/doi/abs/10.2200/S00564ED1V01Y201311AIM024 General Game Playing]''. [https://www.morganclaypool.com/toc/aim/1/1 Synthesis Lectures on Artificial Intelligence and Machine Learning], March 2014
Line 83: Line 84:
 
* [[Armin Chitizadeh]], [[Michael Thielscher]] ('''2018'''). ''[https://link.springer.com/chapter/10.1007/978-3-030-24337-1_5 Iterative Tree Search in General Game Playing with Incomplete Information]''. [[Conferences#CGW|CGW 2018]] @ [[Conferences#IJCAI2018|IJCAI 2018]]
 
* [[Armin Chitizadeh]], [[Michael Thielscher]] ('''2018'''). ''[https://link.springer.com/chapter/10.1007/978-3-030-24337-1_5 Iterative Tree Search in General Game Playing with Incomplete Information]''. [[Conferences#CGW|CGW 2018]] @ [[Conferences#IJCAI2018|IJCAI 2018]]
 
* [[Armin Chitizadeh]], [[Michael Thielscher]] ('''2018'''). ''[https://link.springer.com/chapter/10.1007/978-3-030-03991-2_5 General Language Evolution in General Game Playing]''. [https://dblp.uni-trier.de/db/conf/ausai/ausai2018.html Australasian Conference on Artificial Intelligence 2018]
 
* [[Armin Chitizadeh]], [[Michael Thielscher]] ('''2018'''). ''[https://link.springer.com/chapter/10.1007/978-3-030-03991-2_5 General Language Evolution in General Game Playing]''. [https://dblp.uni-trier.de/db/conf/ausai/ausai2018.html Australasian Conference on Artificial Intelligence 2018]
 +
* [[Eric Piette]], [[Dennis Soemers]], [[Matthew Stephenson]], [[Chiara Sironi]], [[Mark Winands]], [[Cameron Browne]] ('''2019'''). ''Ludii - The Ludemic General Game System''. [https://arxiv.org/abs/1905.05013 arXiv:1905.05013]
 +
* [[Cameron Browne]], [[Matthew Stephenson]], [[Eric Piette]], [[Dennis Soemers]] ('''2019'''). ''A Practical Introduction to the Ludii General Game System''. [[Advances in Computer Games 16]]
 
==2020 ...==
 
==2020 ...==
 +
* [[Tristan Cazenave]], [[Yen-Chi Chen]], [[Guan-Wei Chen]], [[Shi-Yu Chen]], [[Xian-Dong Chiu]], [[Julien Dehos]], [[Maria Elsa]], [[Qucheng Gong]], [[Hengyuan Hu]], [[Vasil Khalidov]], [[Cheng-Ling Li]], [[Hsin-I Lin]], [[Yu-Jin Lin]], [[Xavier Martinet]], [[Vegard Mella]], [[Jeremy Rapin]], [[Baptiste Roziere]], [[Gabriel Synnaeve]], [[Fabien Teytaud]], [[Olivier Teytaud]], [[Shi-Cheng Ye]], [[Yi-Jun Ye]], [[Shi-Jim Yen]], [[Sergey Zagoruyko]] ('''2020''').  ''Polygames: Improved zero learning''. [[ICGA Journal#42_4|ICGA Journal, Vol. 42, No. 4]], [https://arxiv.org/abs/2001.09832 arXiv:2001.09832]
 
* [https://scholar.google.co.uk/citations?user=tC5klQYAAAAJ&hl=en Raluca D. Gaina], [https://dblp.uni-trier.de/pers/hd/d/Devlin:Sam Sam Devlin], [[Simon Lucas]], [[Diego Perez|Diego Perez-Liebana]] ('''2020'''). ''Rolling Horizon Evolutionary Algorithms for General Video Game Playing''. [https://arxiv.org/abs/2003.12331 arXiv:2003.12331]
 
* [https://scholar.google.co.uk/citations?user=tC5klQYAAAAJ&hl=en Raluca D. Gaina], [https://dblp.uni-trier.de/pers/hd/d/Devlin:Sam Sam Devlin], [[Simon Lucas]], [[Diego Perez|Diego Perez-Liebana]] ('''2020'''). ''Rolling Horizon Evolutionary Algorithms for General Video Game Playing''. [https://arxiv.org/abs/2003.12331 arXiv:2003.12331]
 
* [https://dblp.uni-trier.de/pers/hd/b/Balla:Martin Martin Balla], [[Simon Lucas]], [[Diego Perez|Diego Perez-Liebana]] ('''2020'''). ''Evaluating Generalisation in General Video Game Playing''. [https://arxiv.org/abs/2005.11247 arXiv:2005.11247]
 
* [https://dblp.uni-trier.de/pers/hd/b/Balla:Martin Martin Balla], [[Simon Lucas]], [[Diego Perez|Diego Perez-Liebana]] ('''2020'''). ''Evaluating Generalisation in General Video Game Playing''. [https://arxiv.org/abs/2005.11247 arXiv:2005.11247]
 +
* [[Dennis Soemers]], [[Eric Piette]], [[Matthew Stephenson]], [[Cameron Browne]] ('''2021'''). ''Optimised Playout Implementations for the Ludii General Game System''. [[Advances in Computer Games 17]]
 +
* [[Cameron Browne]], [[Eric Piette]], [[Matthew Stephenson]], [[Dennis Soemers]] ('''2021'''). ''General Board Geometry''. [[Advances in Computer Games 17]]
 +
* [[Dennis Soemers]], [[Vegard Mella]], [[Cameron Browne]], [[Olivier Teytaud]] ('''2021'''). ''Deep learning for general game playing with Ludii and Polygames''. [[ICGA Journal#43_3|ICGA Journal, Vol. 43, No. 3]]
  
 
=External Links=  
 
=External Links=  
Line 92: Line 99:
 
* [https://en.wikipedia.org/wiki/General_video_game_playing General video game playing from Wikipedia]
 
* [https://en.wikipedia.org/wiki/General_video_game_playing General video game playing from Wikipedia]
 
* [http://ggp.stanford.edu/ General Game Playing] from [[Stanford University|Stanford]]
 
* [http://ggp.stanford.edu/ General Game Playing] from [[Stanford University|Stanford]]
 +
* [http://ludeme.eu/ Digital Ludeme Project] from [[Maastricht University]]
 
==GDL==
 
==GDL==
 
* <span id="GDL"></span>[https://en.wikipedia.org/wiki/Game_Description_Language Game Description Language from Wikipedia]
 
* <span id="GDL"></span>[https://en.wikipedia.org/wiki/Game_Description_Language Game Description Language from Wikipedia]
Line 99: Line 107:
 
* [http://cadia.ru.is/wiki/public:cadiaplayer:main CADIAPlayer]
 
* [http://cadia.ru.is/wiki/public:cadiaplayer:main CADIAPlayer]
 
* [http://www.general-game-playing.de/research.html Research - FluxPlayer]
 
* [http://www.general-game-playing.de/research.html Research - FluxPlayer]
* [http://barney.cs.uni-potsdam.de/trac/centurio Welcome to Centurio]
+
* [https://ludii.games/ Ludii Portal]
 +
* [https://github.com/Ludeme/Ludii GitHub - Ludeme/Ludii: The Ludii general game system, developed as part of the ERC-funded Digital Ludeme Project]
 +
* [https://ai.facebook.com/blog/open-sourcing-polygames-a-new-framework-for-training-ai-bots-through-self-play/ Open-sourcing Polygames, a new framework for training AI bots through self-play]
 +
* [https://github.com/facebookarchive/Polygames GitHub - facebookarchive/Polygames: The project is a platform of zero learning with a library of games]
  
 
=References=  
 
=References=  
 
<references />
 
<references />
 
'''[[Games|Up one Level]]'''
 
'''[[Games|Up one Level]]'''

Latest revision as of 11:54, 14 March 2022

Home * Games * General Game Playing

General Game Playing, (GGP)
an approach of Artificial Intelligence programs to be able to play more than one game successfully. For games like chess, computers are programmed to play these games using a specially designed algorithm - a chess playing program cannot play checkers. A General Game Playing system, if well designed, would be able to help in other areas, such as in providing intelligence for search and rescue missions [1]. One well known commercial General Game program is Zillions of Games by Jeff Mallett and Mark Lefler [2] .

GVGP

General video game playing (GVGP) is the concept of GGP adjusted to the purpose of playing video games [3], and to apply reinforcement learning and Monte-Carlo tree search to master video and Atari games of skill and strategy.

Selected Publications

1968 ...

1970 ...

1990 ...

2000 ...

2005 ...

2010 ...

2011

2012

2013

2014

2015 ...

2020 ...

External Links

General Game Playing

GDL

Player

References

Up one Level