SlideShare une entreprise Scribd logo

Ant Wars: XCS Strikes Back

•Télécharger en tant que PPT, PDF•
•
Daniele Loiacono
Daniele Loiacono
TechnologieFormation
1  sur  12
Ant Wars: XCS Strikes Back Daniele Loiacono Artificial Intelligence and Robotics Laboratory, Politecnico di Milano, Italy GECCO'07, July 7-11, 2007, London, UK.
[object Object],Ant Wars as RL Ant Environment state
Ant Wars as RL ,[object Object],[object Object],Ant Environment state action
Ant Wars and Reinforcement Learning ,[object Object],[object Object],[object Object],[object Object],Ant Environment state action ...delay… reward
Ant Wars as RL ,[object Object],[object Object],[object Object],[object Object]
The XCS Classifier System ,[object Object]
XCS Ant ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Problem Decomposition ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
SmartieXCS Ant ,[object Object],[object Object],[object Object]
Experimental Result ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experimental Results % games won % times killed avg score 1 2 3
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Recommandé

Video for learning
Video for learningVideo for learning
Video for learningTheo Kuechel
 
Visual Representation & Learning
Visual Representation & LearningVisual Representation & Learning
Visual Representation & LearningTheo Kuechel
 
simple present tense
simple present tensesimple present tense
simple present tensegracielateacher
 
Blogs
BlogsBlogs
BlogsJuan Bachiller
 
DTrace
DTraceDTrace
DTraceMarcin Kula
 
Origen del controlador odbc
Origen del controlador odbcOrigen del controlador odbc
Origen del controlador odbcmendezfranciscolaura
 
Escanear0003
Escanear0003Escanear0003
Escanear0003Lance Espinoza Díaz
 
Nick
NickNick
Nicklagoht
 

Recommandé

Video for learning
Video for learningVideo for learning
Video for learningTheo Kuechel
 
Visual Representation & Learning
Visual Representation & LearningVisual Representation & Learning
Visual Representation & LearningTheo Kuechel
 
simple present tense
simple present tensesimple present tense
simple present tensegracielateacher
 
Blogs
BlogsBlogs
BlogsJuan Bachiller
 
DTrace
DTraceDTrace
DTraceMarcin Kula
 
Origen del controlador odbc
Origen del controlador odbcOrigen del controlador odbc
Origen del controlador odbcmendezfranciscolaura
 
Escanear0003
Escanear0003Escanear0003
Escanear0003Lance Espinoza Díaz
 
Nick
NickNick
Nicklagoht
 
acmscamp4
acmscamp4acmscamp4
acmscamp4Kazumich YAMAMOTO
 
Corso Di Basi Di Dati 02 S Q L Query
Corso Di Basi Di Dati 02 S Q L QueryCorso Di Basi Di Dati 02 S Q L Query
Corso Di Basi Di Dati 02 S Q L Queryguestbe916c
 
Epistemologia
EpistemologiaEpistemologia
Epistemologiaphanny21
 
Super students
Super studentsSuper students
Super studentsaamos2
 
Perelik ofshornyh-zon
Perelik ofshornyh-zonPerelik ofshornyh-zon
Perelik ofshornyh-zonSergiy Tigipko
 
Comuni-Chiamo "Smartcities"
Comuni-Chiamo "Smartcities"Comuni-Chiamo "Smartcities"
Comuni-Chiamo "Smartcities"DAElocal_IT
 
Dumbledore
DumbledoreDumbledore
Dumbledorerinnconnley
 
Informatica
InformaticaInformatica
Informaticafiamabarros
 
Politica y gobierno
Politica y gobiernoPolitica y gobierno
Politica y gobiernoRosina_1984
 
( Espiritismo) # - gilson freire - homeopatia e espiritismo
( Espiritismo) # - gilson freire - homeopatia e espiritismo( Espiritismo) # - gilson freire - homeopatia e espiritismo
( Espiritismo) # - gilson freire - homeopatia e espiritismoRoberto Mac
 
Practica de power point joha de la cruz
Practica de power point joha de la cruzPractica de power point joha de la cruz
Practica de power point joha de la cruzgiancarlo74pa
 
Hidrologia 2
Hidrologia 2Hidrologia 2
Hidrologia 2lipemodesto
 
Sector terciari
Sector terciariSector terciari
Sector terciariMarlluch
 
Programa de Fidelização do Grupo F1 Soluções Automotivas
Programa de Fidelização do Grupo F1 Soluções AutomotivasPrograma de Fidelização do Grupo F1 Soluções Automotivas
Programa de Fidelização do Grupo F1 Soluções AutomotivasMauricio da Silva Bezerra
 
Ch14 23
Ch14 23Ch14 23
Ch14 23schibu20
 
Apresentacao cidiz
Apresentacao cidizApresentacao cidiz
Apresentacao cidizCidiz Teixeira de Freitas
 
Taller de administración 2do parcial
Taller de administración 2do parcialTaller de administración 2do parcial
Taller de administración 2do parcialHugo Daniel
 
Agile development of processes and systems
Agile development of processes and systemsAgile development of processes and systems
Agile development of processes and systemsDelta Pi Systems
 
Superstitions-New Orleans
Superstitions-New OrleansSuperstitions-New Orleans
Superstitions-New Orleanssesiebep
 
GPUs for GEC Competition @ GECCO-2013
GPUs for GEC Competition @ GECCO-2013GPUs for GEC Competition @ GECCO-2013
GPUs for GEC Competition @ GECCO-2013Daniele Loiacono
 
EvoRobocode Competition @ GECCO-2013
EvoRobocode Competition @ GECCO-2013EvoRobocode Competition @ GECCO-2013
EvoRobocode Competition @ GECCO-2013Daniele Loiacono
 
2013 Simulated Car Racing @ GECCO-2013
2013 Simulated Car Racing @ GECCO-20132013 Simulated Car Racing @ GECCO-2013
2013 Simulated Car Racing @ GECCO-2013Daniele Loiacono
 

Contenu connexe

En vedette

Corso Di Basi Di Dati 02 S Q L Query
Corso Di Basi Di Dati 02 S Q L QueryCorso Di Basi Di Dati 02 S Q L Query
Corso Di Basi Di Dati 02 S Q L Queryguestbe916c
 
Epistemologia
EpistemologiaEpistemologia
Epistemologiaphanny21
 
Super students
Super studentsSuper students
Super studentsaamos2
 
Comuni-Chiamo "Smartcities"
Comuni-Chiamo "Smartcities"Comuni-Chiamo "Smartcities"
Comuni-Chiamo "Smartcities"DAElocal_IT
 
Politica y gobierno
Politica y gobiernoPolitica y gobierno
Politica y gobiernoRosina_1984
 
( Espiritismo) # - gilson freire - homeopatia e espiritismo
( Espiritismo) # - gilson freire - homeopatia e espiritismo( Espiritismo) # - gilson freire - homeopatia e espiritismo
( Espiritismo) # - gilson freire - homeopatia e espiritismoRoberto Mac
 
Practica de power point joha de la cruz
Practica de power point joha de la cruzPractica de power point joha de la cruz
Practica de power point joha de la cruzgiancarlo74pa
 
Sector terciari
Sector terciariSector terciari
Sector terciariMarlluch
 
Programa de Fidelização do Grupo F1 Soluções Automotivas
Programa de Fidelização do Grupo F1 Soluções AutomotivasPrograma de Fidelização do Grupo F1 Soluções Automotivas
Programa de Fidelização do Grupo F1 Soluções AutomotivasMauricio da Silva Bezerra
 
Taller de administración 2do parcial
Taller de administración 2do parcialTaller de administración 2do parcial
Taller de administración 2do parcialHugo Daniel
 
Agile development of processes and systems
Agile development of processes and systemsAgile development of processes and systems
Agile development of processes and systemsDelta Pi Systems
 
Superstitions-New Orleans
Superstitions-New OrleansSuperstitions-New Orleans
Superstitions-New Orleanssesiebep
 

En vedette (19)

acmscamp4
acmscamp4acmscamp4
acmscamp4
 
Corso Di Basi Di Dati 02 S Q L Query
Corso Di Basi Di Dati 02 S Q L QueryCorso Di Basi Di Dati 02 S Q L Query
Corso Di Basi Di Dati 02 S Q L Query
 
Epistemologia
EpistemologiaEpistemologia
Epistemologia
 
Super students
Super studentsSuper students
Super students
 
Perelik ofshornyh-zon
Perelik ofshornyh-zonPerelik ofshornyh-zon
Perelik ofshornyh-zon
 
Comuni-Chiamo "Smartcities"
Comuni-Chiamo "Smartcities"Comuni-Chiamo "Smartcities"
Comuni-Chiamo "Smartcities"
 
Dumbledore
DumbledoreDumbledore
Dumbledore
 
Informatica
InformaticaInformatica
Informatica
 
Politica y gobierno
Politica y gobiernoPolitica y gobierno
Politica y gobierno
 
( Espiritismo) # - gilson freire - homeopatia e espiritismo
( Espiritismo) # - gilson freire - homeopatia e espiritismo( Espiritismo) # - gilson freire - homeopatia e espiritismo
( Espiritismo) # - gilson freire - homeopatia e espiritismo
 
Practica de power point joha de la cruz
Practica de power point joha de la cruzPractica de power point joha de la cruz
Practica de power point joha de la cruz
 
Hidrologia 2
Hidrologia 2Hidrologia 2
Hidrologia 2
 
Sector terciari
Sector terciariSector terciari
Sector terciari
 
Programa de Fidelização do Grupo F1 Soluções Automotivas
Programa de Fidelização do Grupo F1 Soluções AutomotivasPrograma de Fidelização do Grupo F1 Soluções Automotivas
Programa de Fidelização do Grupo F1 Soluções Automotivas
 
Ch14 23
Ch14 23Ch14 23
Ch14 23
 
Apresentacao cidiz
Apresentacao cidizApresentacao cidiz
Apresentacao cidiz
 
Taller de administración 2do parcial
Taller de administración 2do parcialTaller de administración 2do parcial
Taller de administración 2do parcial
 
Agile development of processes and systems
Agile development of processes and systemsAgile development of processes and systems
Agile development of processes and systems
 
Superstitions-New Orleans
Superstitions-New OrleansSuperstitions-New Orleans
Superstitions-New Orleans
 

Plus de Daniele Loiacono

GPUs for GEC Competition @ GECCO-2013
GPUs for GEC Competition @ GECCO-2013GPUs for GEC Competition @ GECCO-2013
GPUs for GEC Competition @ GECCO-2013Daniele Loiacono
 
EvoRobocode Competition @ GECCO-2013
EvoRobocode Competition @ GECCO-2013EvoRobocode Competition @ GECCO-2013
EvoRobocode Competition @ GECCO-2013Daniele Loiacono
 
2013 Simulated Car Racing @ GECCO-2013
2013 Simulated Car Racing @ GECCO-20132013 Simulated Car Racing @ GECCO-2013
2013 Simulated Car Racing @ GECCO-2013Daniele Loiacono
 
2012 Simulated Car Racing Championship @ CIG-2012
2012 Simulated Car Racing Championship @ CIG-20122012 Simulated Car Racing Championship @ CIG-2012
2012 Simulated Car Racing Championship @ CIG-2012Daniele Loiacono
 
2012 Simulated Car Racing Championship @ GECCO-2012
2012 Simulated Car Racing Championship @ GECCO-20122012 Simulated Car Racing Championship @ GECCO-2012
2012 Simulated Car Racing Championship @ GECCO-2012Daniele Loiacono
 
2012 Simulated Car Racing Championship @ Evo*-2012
2012 Simulated Car Racing Championship @ Evo*-20122012 Simulated Car Racing Championship @ Evo*-2012
2012 Simulated Car Racing Championship @ Evo*-2012Daniele Loiacono
 
Computational Intelligence in Games Tutorial @GECCO2012
Computational Intelligence in Games Tutorial @GECCO2012Computational Intelligence in Games Tutorial @GECCO2012
Computational Intelligence in Games Tutorial @GECCO2012Daniele Loiacono
 
XCSF with Local Deletion: Preventing Detrimental Forgetting
XCSF with Local Deletion: Preventing Detrimental ForgettingXCSF with Local Deletion: Preventing Detrimental Forgetting
XCSF with Local Deletion: Preventing Detrimental ForgettingDaniele Loiacono
 
Testing learning classifier systems
Testing learning classifier systemsTesting learning classifier systems
Testing learning classifier systemsDaniele Loiacono
 
Random Artificial Incorporation of Noise in a Learning Classifier System Envi...
Random Artificial Incorporation of Noise in a Learning Classifier System Envi...Random Artificial Incorporation of Noise in a Learning Classifier System Envi...
Random Artificial Incorporation of Noise in a Learning Classifier System Envi...Daniele Loiacono
 
Introducing LCS to Digital Design Verification
Introducing LCS to Digital Design VerificationIntroducing LCS to Digital Design Verification
Introducing LCS to Digital Design VerificationDaniele Loiacono
 
A temporal classifier system using spiking neural networks
A temporal classifier system using spiking neural networksA temporal classifier system using spiking neural networks
A temporal classifier system using spiking neural networksDaniele Loiacono
 
Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...
Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...
Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...Daniele Loiacono
 
Automatically Defined Functions for Learning Classifier Systems
Automatically Defined Functions for Learning Classifier SystemsAutomatically Defined Functions for Learning Classifier Systems
Automatically Defined Functions for Learning Classifier SystemsDaniele Loiacono
 
Voting Based Learning Classifier System for Multi-Label Classification
Voting Based Learning Classifier System for Multi-Label ClassificationVoting Based Learning Classifier System for Multi-Label Classification
Voting Based Learning Classifier System for Multi-Label ClassificationDaniele Loiacono
 
2011 Simulated Car Racing Championship @ GECCO-2011
2011 Simulated Car Racing Championship @ GECCO-20112011 Simulated Car Racing Championship @ GECCO-2011
2011 Simulated Car Racing Championship @ GECCO-2011Daniele Loiacono
 
2010 Simulated Car Racing Championship @ CIG-2010
2010 Simulated Car Racing Championship @ CIG-20102010 Simulated Car Racing Championship @ CIG-2010
2010 Simulated Car Racing Championship @ CIG-2010Daniele Loiacono
 
2010 Simulated Car Racing Championship @ GECCO-2010
2010 Simulated Car Racing Championship @ GECCO-20102010 Simulated Car Racing Championship @ GECCO-2010
2010 Simulated Car Racing Championship @ GECCO-2010Daniele Loiacono
 
2010 Simulated Car Racing Championship @ WCCI-2010
2010 Simulated Car Racing Championship @ WCCI-20102010 Simulated Car Racing Championship @ WCCI-2010
2010 Simulated Car Racing Championship @ WCCI-2010Daniele Loiacono
 

Plus de Daniele Loiacono (20)

GPUs for GEC Competition @ GECCO-2013
GPUs for GEC Competition @ GECCO-2013GPUs for GEC Competition @ GECCO-2013
GPUs for GEC Competition @ GECCO-2013
 
EvoRobocode Competition @ GECCO-2013
EvoRobocode Competition @ GECCO-2013EvoRobocode Competition @ GECCO-2013
EvoRobocode Competition @ GECCO-2013
 
2013 Simulated Car Racing @ GECCO-2013
2013 Simulated Car Racing @ GECCO-20132013 Simulated Car Racing @ GECCO-2013
2013 Simulated Car Racing @ GECCO-2013
 
2012 Simulated Car Racing Championship @ CIG-2012
2012 Simulated Car Racing Championship @ CIG-20122012 Simulated Car Racing Championship @ CIG-2012
2012 Simulated Car Racing Championship @ CIG-2012
 
2012 Simulated Car Racing Championship @ GECCO-2012
2012 Simulated Car Racing Championship @ GECCO-20122012 Simulated Car Racing Championship @ GECCO-2012
2012 Simulated Car Racing Championship @ GECCO-2012
 
2012 Simulated Car Racing Championship @ Evo*-2012
2012 Simulated Car Racing Championship @ Evo*-20122012 Simulated Car Racing Championship @ Evo*-2012
2012 Simulated Car Racing Championship @ Evo*-2012
 
Computational Intelligence in Games Tutorial @GECCO2012
Computational Intelligence in Games Tutorial @GECCO2012Computational Intelligence in Games Tutorial @GECCO2012
Computational Intelligence in Games Tutorial @GECCO2012
 
XCSF with Local Deletion: Preventing Detrimental Forgetting
XCSF with Local Deletion: Preventing Detrimental ForgettingXCSF with Local Deletion: Preventing Detrimental Forgetting
XCSF with Local Deletion: Preventing Detrimental Forgetting
 
Testing learning classifier systems
Testing learning classifier systemsTesting learning classifier systems
Testing learning classifier systems
 
Random Artificial Incorporation of Noise in a Learning Classifier System Envi...
Random Artificial Incorporation of Noise in a Learning Classifier System Envi...Random Artificial Incorporation of Noise in a Learning Classifier System Envi...
Random Artificial Incorporation of Noise in a Learning Classifier System Envi...
 
One Step Fits All
One Step Fits AllOne Step Fits All
One Step Fits All
 
Introducing LCS to Digital Design Verification
Introducing LCS to Digital Design VerificationIntroducing LCS to Digital Design Verification
Introducing LCS to Digital Design Verification
 
A temporal classifier system using spiking neural networks
A temporal classifier system using spiking neural networksA temporal classifier system using spiking neural networks
A temporal classifier system using spiking neural networks
 
Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...
Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...
Confusion Matrices for Improving Performance of Feature Pattern Classifier Sy...
 
Automatically Defined Functions for Learning Classifier Systems
Automatically Defined Functions for Learning Classifier SystemsAutomatically Defined Functions for Learning Classifier Systems
Automatically Defined Functions for Learning Classifier Systems
 
Voting Based Learning Classifier System for Multi-Label Classification
Voting Based Learning Classifier System for Multi-Label ClassificationVoting Based Learning Classifier System for Multi-Label Classification
Voting Based Learning Classifier System for Multi-Label Classification
 
2011 Simulated Car Racing Championship @ GECCO-2011
2011 Simulated Car Racing Championship @ GECCO-20112011 Simulated Car Racing Championship @ GECCO-2011
2011 Simulated Car Racing Championship @ GECCO-2011
 
2010 Simulated Car Racing Championship @ CIG-2010
2010 Simulated Car Racing Championship @ CIG-20102010 Simulated Car Racing Championship @ CIG-2010
2010 Simulated Car Racing Championship @ CIG-2010
 
2010 Simulated Car Racing Championship @ GECCO-2010
2010 Simulated Car Racing Championship @ GECCO-20102010 Simulated Car Racing Championship @ GECCO-2010
2010 Simulated Car Racing Championship @ GECCO-2010
 
2010 Simulated Car Racing Championship @ WCCI-2010
2010 Simulated Car Racing Championship @ WCCI-20102010 Simulated Car Racing Championship @ WCCI-2010
2010 Simulated Car Racing Championship @ WCCI-2010
 

Dernier

Key Features Of Token Development (1).pptx
Key Features Of Token Development (1).pptxKey Features Of Token Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 

Dernier (20)

Key Features Of Token Development (1).pptx
Key Features Of Token Development (1).pptxKey Features Of Token Development (1).pptx
Key Features Of Token Development (1).pptx
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 

Ant Wars: XCS Strikes Back

  • 1. Ant Wars: XCS Strikes Back Daniele Loiacono Artificial Intelligence and Robotics Laboratory, Politecnico di Milano, Italy GECCO'07, July 7-11, 2007, London, UK.
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11. Experimental Results % games won % times killed avg score 1 2 3
  • 12.