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9000 reward:

["903016A6","713583C8","79625ACA","0688F89D","67C863E6","546683CA","CC3B91D4","A0A34088","06AC6FA8","C15E9C44","04C20014","DF9AD5AC","1EFADE54","D808E064","E3CE5002","0D2A74AA","98412F86","1390CF88","48B7EF4F","25970CEA","9992D996","0014C7F4","497374B8","BE0E5B7E","F6E42D3F","B6AF7618","2A1ED278","5322CBDC","9F80717C","C31F473E","5A1C2428","A79A549A","F6CADBD4","1663DDD2","BCC2D372","0B007AA3","B5936404","14CF9C0E","B5DD3FA5","6DC221D4","02EBCAA6"]
["0FF834EE","DC82732C","F68C1BAA","CE46FA99","039FB783","702FD4B8","1968FA3A","359FFD7A","DDEC4C4C","D07D9A04","7BE0B614","75ACF45C","0836E69E","B469293C","00BC3515","6F99D032","70B404E8","DCA3D354","00EBF276","9CCCD598","9E066E46","D89E51CC","5E9FA13D","49032366","A4C5FC5C","C41BD1B8","8FF51976","0B380DE2","242493E4","0BB4276C","3018B118"]

I am repeating the process many time, but I keep hitting 2 main problems:

  1. The general growth is either upward or downward, while I am expecting it to be divided between an upward groups of cells and an downward groups of cells based on wether they are under the ground
  2. The cells are blocking their path themselves, because the environment is 2D

This one looks really realistic: 

["0FF834EE","DC82732C","F68C1BAA","CE46FA99","AEB2CAEC","702FD4B8","1968FA3A","073E084C","DDEC4C4C","D07D9A04","7BE0B614","75ACF45C","0836E69E","B469293C","00BC3515","6F99D032","70B404E8","010F6A5E","00EBF276","9CCCD598","401151E1","D89E51CC","0E4E3DEC","49032366","A4C5FC5C","C41BD1B8","8FF51976","0B380DE2","242493E4","0BB4276C","3018B118"]

What do you think of this fluffy bush? 

Here is the genome: ["BBDAA311","D5F914B8","029F92B4","958A62D4","54819F88","CC8168B2","08221BE6","03C13DBC","01DD2A14","E14C6918","EB6CCD7E","0FFED1E6","05E5FF6A","9BF87478","56EFB408","F819C698","C825B4D4","03A0A5F4", "56DCC0E8","02D18B3C","05866DBF","0DA8143F","4A040CE4","0479FB52","0718AAB8","DC17D522","0C7FFA61","08CCDA76","5CA64354","00367D1D","5C8C4BC4","028BF8BA","83C211EA","D340AA1C","2A01CEBE","0834F9A4"]

Thanks for the beautiful game!

Nice one! I kept evolving yours until it did well above and below ground.

I left this evolving for 24 hours 

["F6C01767","2D8215C8","0EA6C6F9","AA26A107","1EE8BEB8","002BAF1A","02E52FF5","00977C3E","E3840276","94F2A3C8","73CEE5BA","B197EC4C","99CDE208","09DC4988","7CB3FBE2","09FE5D61","02D6C09C","AEFDE32C","C3EFA59C","0E62B02E","5C419FE8","C2EEB9AA","E24D8893","32221F75","04AD6EE3","AE691A9B","D593DFDE","C804135E"]
["647C3F54","F67E4874","96A01548","331BC25D","66B98882","2A180C48","A7B6ACE3","C8365198","BAD180F2","F8EB68C4","07C2865A","B065D688","8D5B6F22","C2A00B12","C138A484","C449B938","B5399678","CFFA3DB8"]
(3 edits)

or this one 

["509E9786","94373F4C","44C04414","3CF2AAFB","4E8599BA","A6ADDBB8","BEED6858","08F42E2D","CE3CCD8E","03BD541C","2113DBF3","0BAF048E","AADD9DF5","66BA9F36","F779F55E","0DCE73D4","5183233A","8A81FDDE","4D48967C","C33051BA","7E1A2988","F3C8D518","4CDD82D2"]

Try

["756CE0C8","60CF1EEC","0A896C2B","0F5D60DC","F0E69596","042C56CE","2DC218D8","9D8FBD44","0807F37A","F66D4814","0CCB9847","46F45014","02D4C012","F693E1B8","0FD6C48C","0FA4AE5C","0AEC2D3C","F6C3FBA4","EEB23D6C","00DCC432","92BE2088","5DFCB886","CF5737BC","30C2A979","E25E012B","6CF864C5","D1C42AC8","AEE3F59C","0E2424EC","06A151A4","E66E5344","5E20A23F","D7165482","D89F1B94","9FAAE466","C064E814","0144FF97","01F91A05","03544113","8E8733B6","06197986","0460A84A","0F9C14EB","3F5C36BA"]