<*_;@;=: ##<^*^#; .>=:@@*< <#;:^.>:

@#>>>.<* <@:^^:=> ;=>=>;_^ >@=_.:.<

>:;@^,.# ;>_>_=#> .@;@@.,= =*_=<=^;

//////// //////// //////// ////////

//////// //////// //////// ////////

00100000 10101111 00001010 11111111

11100011 01111100 10110000 11001001

1327DEEF 667206C2 4C282C72 FCD705AD

5AB41ECE C3E4E92A BCBEDC4B 1AB684CB

*,,;*:@= ,.:^^_:> @*<#*_,: ^>=<_@=:

63D09C2C 7A515071 A335B375 AD0644E8

00011101 11000111 01100011 11100110

=.:^,.=> :@@^#._= =,:.@#^> ^<#*^..:

:*:=#.#> >@.@.@;* ;#,*.=@. @..;@_@*

E7656B39 CDCB1261 2A395601 0F18B7D1

_>,_@<:^ ^<,@>,_; @*^#.<;> @^<=*^>@

605FA7CB 8A9D1FF0 81E004D6 41FA6E95

_*;;<<#^ _^==;_.* >=*#>@** ,#,:=@:*

*.@#=^@@ *;.@*>,* _;_.<.#: _:=@#@_<

>_@_=_#: *^<:__,: ^_>^#>.> @>,:*,.:

01101000 01010000 00011011 10001110

_#_;=:_# ,>=,^=<* =<:.:.<< _,#:.@#*

9885A53A 84F15A7F 22AE827D A05FEA0C

11110111 10111100 10110010 00000101

:_.^@_>^ =#><@>=_ <.^@*_;= ,@,,_@><

*@@#_<<, >=,:<*:> <,:<_^;# ,,:^,,=*

11010111 10100010 01100010 10100101

*_.=<:#* >_**#,^= >*:>^,:= ^,@,@:*,

<._:*_^^ ^<*;>.:. ==^;:;:: #,#:;.^*

10001010 01001001 00101100 10011101

:;_@<;<# #:>>:@== >,>@@<#^ _;=,>;@;

10001010 10111011 00110101 01110011

7411BDAD F5874D4B CB0B4C95 D9BF61CE

01000111 00000011 11011011 11010111

11100110 00000110 10111100 01110000

^_*_*^<* =**#;<#= @*>@#,,* =,>_<*>>

10101111 00101011 00001100 10101111

..=^::@. *<;;^*<: :,.=_;.^ :=*<.=@>

5031D634 794E300E 4F24FCCC F434F984

00110011 11001001 10010101 10000001

#_*@^;:; <<=@>.<# <^,<>^.^ ,>*@::.,

00111110 11101001 00010000 10100110

_,,>,^;_ #^.^.,__ *>,>##=. :<;,@^.*

.,.@,#^^ ;.<:=>@: .>@*>^:< ,:..<<,<

01011000 11110111 00000110 10100001

//////// //////// //////// ////////

.:.,^_;@ :@#@_.=

1AD1BE01 2276AA2A D9301BC3 11099DD4

00001100 10010111 11011101 11100011

^<=:#_,< @#=:>,,, #:;#@;>_ ,>^,;#==

7485BE78 BA47F1E1 440D7F15 3C06BB84

##=>;:#; :.;.@#>; ,*.<^:=@ ::.>:.<_

9ABBFB86 034C1309 C54E12B9 C4596604

BA3D1BA6 77731198 1DDC6FA1 C62F6759

>^>#<@*> >_#*=^=^ ,@_.<*,* ,=,=^@.=

5CD1C5EB 5A4D3E79 7B5A52FB EEF6139F

06FE6E04 63541890 72CCF02E CD31BBB9

482CB4CE A83D7980 5CF86B79 B606FA85

//////// //////// //////// ////////

87991467 706F19B7 42605F6B 9D40275E

#._>.##> ,^,*^.>. ><__=_@@ #:,=<==#

FA8A5FD7 175F95B4 8635E2D7 2C130B7A

8B4C3441 9BDCDC47 F08C93C0 8909F5C4

.>*;_>#. *<,:^.^= <@.;<=^, *<;**@^*

*>;,>;,_ _:>=;#_# ..=#_,=: ,=;,:,^^

,<;,*@>* ;#,#.*^: =_#^#<#= <#;@>#*@

3D96B02C A3ED0F3E 6CE1D3E5 7F404360

01110010 10000110 10011010 10010011

>,<..^#= ,@@*^**= @@,##*_: *.@.#*,>

<*=^@,#^ #^^@*<.. ,_=^>_>^ <.=@@=@<

454FA664 139122EA 26CCFCE0 94E8E743

;;__@<_; <<_*<>@^ ^=,;=<@= #:@#@=.,

3DAB8A83 37555815 E01795D5 8886CEBF

_>:,^<.= .@:;*.<: >=<@@^<= ;_@:^_*^

10101001 00000000 00010010 00100110

>:;,#*<@ ,^_;*^#. =@*#<::^ .::#.:##

//////// //////// //////// ////////

35434463 A4CE076F 3AB8F356 E6AAD2F1

1AA5C47D A431E51B 4FB46FE2 09F41BC4

=>.,=:^; =;>_^.=_ :_.<:=;> :;<.#_=_

A4F64520 ACB35854 14876839 77BEFF9F

65884A39 007F988C 86DE23C6 4C051395

10000010 00000110 10110101 11001111

,^*:_;^; #@#*=*>; ^.#>@,^> _,^#<>*@

>@#;,=>> =<.#.:,< :@>^^:^* ,:<@,,_,

10110001 00110010 10100001 10100001

3D227C2C B4E88569 0D340B09 6D654BA9

10000110 01000010 01111011 01000110

0E3DA8EA 3D296E7F 68FE86B7 AECC39F6

10111111 01111001 00100011 01100011

^<^^,#.> @*=*.<@_ >,,*;,_> @^^:@;^,

_#_,._=; #<<,==:# ,<>_,:=^ >^=.^_^<

//////// //////// //////// ////////

10111000 10101100 01100011 10001001

01101100 11100101 11000101 11000001

57D93E58 47ABF835 C2AFE7A5 96BFD627

,=@#;;## ,:<:<*_= ^.>>.#:: :.@:^=><

01001000 11101001 11101001 01000001

D27D640A 63A2613E E34676A5 08618F11

E86BB130 42E7C931 01A63B56 8D87259D

,.;.#*<. >_:.:**. ;,##<#_^ _;_**_=;

Darwin's battle royale

Artificial intelligence by reinforcement in Unity

See more

01. Info

Status: Completed

Dates: 16/01/2022 - 10/04/2022

Technologies

  • icon

    Unity

    // Game Engine

  • icon

    C#

    // Programming language

  • icon

    PyTorch

    // Machine Learning Framework

Team

  • Me

    // Unity and Artificial Intelligence Developer

Project {{ data.content?.title }}

03. Presentation

Presentation

This project is a "zero player game" or "self played game" (like Conway's game), the player only selects the initial situation. It is an evolutionary artificial intelligence project: the experience is repeated over several generations, and each generation takes advantage of the previous one with certain possible mutations. It is a 3D environment in which creatures evolve. Each creature's goal is to kill the others through hand-to-hand combat, and the creature that is last to remain wins.

Level up

  • Introduction to Artificial Intelligence and Reinforcement Learning
  • AI-Driven Video Game Development
  • Solo Project Management (Daily scrums, feature writing, written notes, etc…)
NextPrevious