Coder Social home page Coder Social logo

Are the saved benchmarks the best of 10 seeds or the average of 10 seeds? I noticed they have standard deviation shading around them, so is it average? In the readme it says best of. about tonic_data HOT 1 CLOSED

slerman12 avatar slerman12 commented on September 18, 2024
Are the saved benchmarks the best of 10 seeds or the average of 10 seeds? I noticed they have standard deviation shading around them, so is it average? In the readme it says best of.

from tonic_data.

Comments (1)

fabiopardo avatar fabiopardo commented on September 18, 2024

Hi! Each agent was trained with 10 seeds. The data originally logged in csv files produced during training were compressed in the pkl files. The plots show the average over the 10 seeds using solid lines and the interval between the best and worst seeds with the filled areas. A smoothing window of size 5 is also used. Those plots were generated using the plotting script provided on the main Tonic repository. Finally, the model weights (checkpoints) after 5M steps are also provided for each agent.

from tonic_data.

Related Issues (4)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.