Difference between revisions of "General Game Playing"

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'''[[Main Page|Home]] * [[Games]] * General Game Playing'''
 
'''[[Main Page|Home]] * [[Games]] * General Game Playing'''
  
'''General Game Playing''',<br/>
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'''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 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> .
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=GVGP=
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General video game playing (GVGP) is the concept of GGP adjusted to the purpose of playing [https://en.wikipedia.org/wiki/Video_game video games]  <ref>[https://en.wikipedia.org/wiki/General_video_game_playing General video game playing from Wikipedia]</ref>, and to apply [[Reinforcement Learning|reinforcement learning]] and [[Monte-Carlo Tree Search|Monte-Carlo tree search]] to master video and [[Atari 8-bit|Atari]] games of skill and strategy.
  
 
=Selected Publications=  
 
=Selected Publications=  
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* [[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>
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* [[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]
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* [[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
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* [[Maciej Świechowski]], [[Jacek Mańdziuk]] ('''2014'''). ''Self-Adaptation of Playing Strategies in General Game Playing''.  [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 6, No. 4
 
* [[Maciej Świechowski]], [[Jacek Mańdziuk]] ('''2014'''). ''Self-Adaptation of Playing Strategies in General Game Playing''.  [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 6, No. 4
 
==2015 ...==
 
==2015 ...==
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* [[Alexander Braylan]], [[Mark Hollenbeck]], [[Elliot Meyerson]], [[Risto Miikkulainen]] ('''2015'''). ''Reuse of Neural Modules for General Video Game Playing''. [https://arxiv.org/abs/1512.01537 arXiv:1512.01537]
 
* [[Cameron Browne]] ('''2016'''). ''A Class Grammar for General Games''. [[CG 2016]]
 
* [[Cameron Browne]] ('''2016'''). ''A Class Grammar for General Games''. [[CG 2016]]
 
* [[Nera Nesic]], [[Stephan Schiffel]] ('''2016'''). ''Heuristic Function Evaluation Framework''. [[CG 2016]]
 
* [[Nera Nesic]], [[Stephan Schiffel]] ('''2016'''). ''Heuristic Function Evaluation Framework''. [[CG 2016]]
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* [[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]
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==2020 ...==
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* [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]
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* [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]
  
 
=External Links=  
 
=External Links=  

Latest revision as of 13:11, 17 July 2020

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 know 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

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External Links

General Game Playing

GDL

Player

References

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