openai-gym

Top 23 openai-gym Open-Source Projects

  • FinRL

    FinRL: Financial Reinforcement Learning. 🔥

  • Project mention: Batendo BOVA11 - Approach usando Reinforcement Learning | /r/farialimabets | 2023-09-11

    FinRL ---> https://github.com/AI4Finance-Foundation/FinRL

  • rlcard

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

  • Project mention: [P] Looking for RL or rules-based No-Limit Hold 'Em Work | /r/MachineLearning | 2023-06-03
  • InfluxDB

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  • gym-anytrading

    The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

  • FinRL-Trading

    For trading. Please star.

  • rl-baselines-zoo

    A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

  • Super-mario-bros-PPO-pytorch

    Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

  • rex-gym

    OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

  • SaaSHub

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  • pybullet-gym

    Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

  • Project mention: Well, at least Epic kinda started "promoting" Rocket League inside Fortnite LUL | /r/RocketLeague | 2023-11-07

    And when something like "RL/Fortnite Racing" comes out, with shared inventory, it may work as the pilot "beta test" of RL finally working in UE5. At least the game's physics engine (pybullet.org) is independent of the graphics. https://x.com/CactousMan/status/1690437803711320064

  • spot_mini_mini

    Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

  • babyai

    BabyAI platform. A testbed for training agents to understand and execute language commands.

  • gym-super-mario-bros

    An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

  • awesome-isaac-gym

    A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources

  • pytorch-blender

    :sweat_drops: Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

  • ma-gym

    A collection of multi agent environments based on OpenAI gym.

  • ns3-gym

    ns3-gym - The Playground for Reinforcement Learning in Networking Research

  • skrl

    Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

  • gym-mtsim

    A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

  • robo-gym

    An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

  • drl_grasping

    Deep Reinforcement Learning for Robotic Grasping from Octrees

  • stable-baselines

    Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms (by Stable-Baselines-Team)

  • nes-py

    A Python3 NES emulator and OpenAI Gym interface

  • Project mention: Snes, Nes, GameBoy and A26 emulator. | /r/EmuDev | 2023-06-20
  • simglucose

    A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose

  • jiminy

    Jiminy: a fast and portable Python/C++ simulator of poly-articulated robots with OpenAI Gym interface for reinforcement learning

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

openai-gym related posts

  • Well, at least Epic kinda started "promoting" Rocket League inside Fortnite LUL

    1 project | /r/RocketLeague | 7 Nov 2023
  • Snes, Nes, GameBoy and A26 emulator.

    3 projects | /r/EmuDev | 20 Jun 2023
  • Tensorflow and OpenAI Gym for Multi-Agent Reinforcement Learning?

    1 project | /r/tensorflow | 21 Apr 2023
  • Isaac Gym with Off-policy Algorithms

    1 project | /r/reinforcementlearning | 10 Apr 2023
  • Is there a single-task, multi-scene environment using continuous action spaces like gym-super-mario-bros?

    2 projects | /r/reinforcementlearning | 19 Mar 2023
  • Choosing a framework in 2023

    3 projects | /r/reinforcementlearning | 28 Feb 2023
  • What is the limit on parallel environments?

    4 projects | /r/reinforcementlearning | 25 Jan 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 12 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source openai-gym projects? This list will help you:

Project Stars
1 FinRL 9,152
2 rlcard 2,719
3 gym-anytrading 2,027
4 FinRL-Trading 1,888
5 rl-baselines-zoo 1,106
6 Super-mario-bros-PPO-pytorch 970
7 rex-gym 957
8 pybullet-gym 810
9 spot_mini_mini 773
10 babyai 669
11 gym-super-mario-bros 661
12 awesome-isaac-gym 601
13 pytorch-blender 544
14 ma-gym 522
15 ns3-gym 496
16 skrl 406
17 gym-mtsim 400
18 robo-gym 371
19 drl_grasping 326
20 stable-baselines 277
21 nes-py 226
22 simglucose 221
23 jiminy 201

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