gym

A toolkit for developing and comparing reinforcement learning algorithms. (by openai)

Gym Alternatives

Similar projects and alternatives to gym

  • GitHub repo ml-agents

    gym VS ml-agents

    Unity Machine Learning Agents Toolkit

  • GitHub repo tensorflow

    gym VS tensorflow

    An Open Source Machine Learning Framework for Everyone

  • Activeloop.ai

    Optimize your datasets for ML. Goodbye, boilerplate code - the fastest dataset optimization and management tool for computer vision.

  • GitHub repo Prophet

    gym VS Prophet

    Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

  • GitHub repo LightFM

    gym VS LightFM

    A Python implementation of LightFM, a hybrid recommendation algorithm.

  • GitHub repo NuPIC

    gym VS NuPIC

    Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

  • GitHub repo hebel

    gym VS hebel

    GPU-Accelerated Deep Learning Library in Python

  • GitHub repo Pylearn2

    gym VS Pylearn2

    Warning: This project does not have any current developer. See bellow.

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo alphafold

    gym VS alphafold

    Open source code for AlphaFold.

  • GitHub repo agents

    gym VS agents

    TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

  • GitHub repo gensim

    gym VS gensim

    Topic Modelling for Humans

  • GitHub repo open_spiel

    gym VS open_spiel

    OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

  • GitHub repo stable-retro

    Retro Games in Gym

  • GitHub repo skflow

    gym VS skflow

    Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

  • GitHub repo AirSim

    gym VS AirSim

    Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

  • GitHub repo Bullet

    gym VS Bullet

    Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

  • GitHub repo carla

    gym VS carla

    Open-source simulator for autonomous driving research.

  • GitHub repo tensortrade

    gym VS tensortrade

    An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

  • GitHub repo acme

    gym VS acme

    A library of reinforcement learning components and agents

  • GitHub repo rlpyt

    gym VS rlpyt

    Reinforcement Learning in PyTorch

  • GitHub repo rlcard

    gym VS rlcard

    Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better gym alternative or higher similarity.

Suggest an alternative to gym

Reviews and mentions

Posts with mentions or reviews of gym. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-30.
  • Ideas for physics based modelling of solids using machine learning
  • 8+ Reinforcement Learning Project Ideas
    dev.to | 2021-09-30
    OpenAI Gym has become the de facto standard for reinforcement learning frameworks among researchers and practitioners. Solving toy problems from the gym library will help familiarize you with this popular framework. Good starting points include Cartpole, Lunar Lander and Taxi.
  • The third party environment list is now fixed up and maintained- please submit PRs for any missing environments you're aware of
  • OpenAI Gym: How to assign values to a state variable while remaining its format in a custom environment
    Don't use spaces for state variables. Use regular python variables for state variables. Box and Discrete are to provide information to a program using the environment about the size of the action tuples expected by .step() and the size of the state tuples returned by .step() and .reset(). The only variables that should be set to Box or Discrete are self.action_space and self._observation space. You can look at this file an example https://github.com/openai/gym/blob/master/gym/envs/classic_control/cartpole.py
  • [N] Gym version 0.20.0, the largest single update since Gym was first released, is now out
    Release notes are here: https://github.com/openai/gym/releases/tag/v0.20.0
  • Gym version 0.20.0, the largest single update since Gym was first released, is now out
  • AlphaGo: The Documentary
    news.ycombinator.com | 2021-09-12
  • OpenAI Sold its Soul for $1B
    news.ycombinator.com | 2021-09-04
    In related news, OpenAI Gym is one of the best collections of reinforcement learning environments available, and after years of neglect OpenAI has finally given a non-paid contributor permission to merge fixes and prepare new releases. So the library will continue under their name despite receive no support from the actual company whose name it bears.

    https://github.com/openai/gym/issues/2259

  • Reinforcement learning quick start using OpenAI gym + xagents + Google Colab
    dev.to | 2021-09-03
    OpenAI gym: python library that provides environments for developing and comparing reinforcement learning algorithms.
  • Specific Plans for Replacing MuJoCo Environments With PyBullet · Issue #2366 · openai/gym
  • [N] Gym 0.19.0 (the first big maintenance release) is now out
    Gym's vector environment API is being replaced: https://github.com/openai/gym/issues/2279. The replacement likely will bear similarity to Gym3
    This is my first release of Gym at the new maintainer, release notes are here: https://github.com/openai/gym/releases/tag/0.19.0. Please file an issue if the release causes issues for you. This release /should/ have no real breaking changes--it's purely a maintenance release--but this is the last planned large release of Gym without breaking changes going forward.
  • Gym 0.19.0 (the first big maintenance release with me as a maintainer) is now out
  • Gym 0.19.0 (the first big maintenance release) is now out
  • Starting in AI
    Yes. "Gym" https://gym.openai.com looks cool. Although it looks like I need to do a little more reading first before i will attempt this. Thanks again for yours suggestions 😁

Stats

Basic gym repo stats
37
25,483
9.3
3 days ago

openai/gym is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

Find remote Python jobs at our new job board 99remotejobs.com. There are 10 new remote jobs listed recently.
Are you hiring? Post a new remote job listing for free.