Giter Site home page Giter Site logo

pytorch-ppo-modified's Introduction

PyTorch implementation of PPO

NOTE: This is not maintained. I recommend using the implementation here. It is much more full featured and tested.

This is a PyTorch implementation of Proximal Policy Optimization.

This is code mostly ported from the OpenAI baselines implementation but currently does not optimize each batch for several epochs. I will add this soon.

Usage

python main.py --env-name Walker2d-v1

Contributions

Contributions are very welcome. If you know how to make this code better, don't hesitate to send a pull request.

Todo

  • Add multiple epochs per batch
  • Test results compared to baselines code

pytorch-ppo-modified's People

Contributors

tpbarron avatar vazzup avatar

Watchers

paper2code - bot avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.