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Dev Log: play test Bot and Visualization of play test statistics

Hello Riders, With the release of the significant update v0.7, new challenges have emerged. These include:

  • visualize game statistics across 4 galaxies
  • tweak game configs and re-test everything [strike]multiple[/strike] more and more times

Play Bot


Introducing Play-Bot v1, emerging from nothing:
Main features:
  • follow and auto-aim at the closest enemy and escape if enemies are too close
  • prioritize bosses and extraction portal
  • wander around and find enemies
  • install new equipment and mods
  • disassemble and enhance equipment
  • select best rewarding stages on galaxy map to travel to
  • and record statistics for each stage
Also it has features for speed run (to verify checkpoints and global progression out of battles):
  • skip all stages except boss stages
  • complete battle stage soon after start

Play data model


Play Bot can generate Play Test statistics over and over again (not bored and not exhausted, anytime I open start stage the Bot jumps into it as first time, ready to explore the galaxy for new data). List of runs' statistics Bot created not so long ago (where G0 means first galaxy and PR means Prestige number):
Each run consists of: file with statistics, world savefile, research savefile. Per each galaxy stage.
So I can load galaxy from any stage to play-test it by myself.

Play data Visualization


Stage statistics looks like this:
Then nodejs server is started in the root directory with savegames to expose files from local file system to local browser: Github Gist And finally Chart.js application renders plots from Json stats files of each run:
It renders selection of run directories:
It is also possible to render diffs btw two runs (select Run#2 and Diff is rendered):
It helps to find anomalies btw multiple runs. Conclusion:
  • play bots can reduce repetitive tasks, and visualization of statistics can help to see the hourly timeline on one screen
  • play bot doesn't replace manual play test, it's an addition with use of correlation
Thanks for attention!


[ 2024-01-12 14:53:46 CET ] [ Original post ]



Cosmo Rider
Conversion7
  • Developer

  • Conversion7
  • Publisher

  • 2023-08-23
  • Release

  • Action Indie Strategy Casual RPG Adventure Simulation F2P Sports MMO Racing Singleplayer Multiplayer Coop EA
  • Tags

  • Game News Posts 48  
    🎹🖱️Keyboard + Mouse
    🕹️ Partial Controller Support
    🎮 Full Controller Support
  • Controls

  • Positive

    (17 reviews)


  • Review Score

  • https://store.steampowered.com/app/2539090 
  • Steam Store



  • The time has come for humanity to realize they are not alone in the universe. Mysterious beings have begun to appear throughout our galaxy, and with the latest advancements in technology, we can now track and hunt them.



    Become a member of the elite Cosmo Riders guild and embark on an extraordinary journey. Explore the cosmos and spread the influence of Humanity.



    Wield cutting-edge armament technology to your advantage. Enhance your arsenal with an array of Guns and Modules, and push the limits of your weaponry with Modifications.



    Learn behavior and weaknesses of your enemies…





    Features:
    • Fight against waves of aliens in space
    • Upgrade your ship: install weapons, modules, modifications
    • Travel through procedurally generated Galaxies with generated stage conditions and events
    • Node-based destructions, guns and modules can be shot-off during fights


    MINIMAL SETUP
    • OS: Ubuntu 22.04.2 / Steam-OS
    • Processor: Single-core CPU 2.5 GHzMemory: 5 GB RAM
    • Memory: 5 GB RAM
    • Graphics: Laptop GPU. 1GB VRAM
    • Storage: 1200 MB available spaceAdditional Notes: May work on other Linux distros
    RECOMMENDED SETUP
    • OS: Ubuntu 22.04.2 / Steam-OS
    • Processor: Dual-core CPU 2.5 GHzMemory: 6 GB RAM
    • Memory: 6 GB RAM
    • Graphics: GeForce GT-7xx. 1GB VRAM
    • Storage: 1200 MB available spaceAdditional Notes: May work on other Linux distros
    GAMEBILLET

    [ 5951 ]

    3.99$ (20%)
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    5.77$ (17%)
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    GAMERSGATE

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    4.95$ (67%)
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    11.69$ (35%)
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    3.0$ (90%)
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    14.18$ (68%)
    0.53$ (92%)
    1.35$ (77%)
    0.56$ (81%)
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    6.74$ (44%)
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    9.0$ (77%)
    12.15$ (73%)

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