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Top 20 reinforcement-learning-environments open source projects

Check out the new game server:

✭ 2,843

python Jupyter Notebook shell reinforcement-learning reinforcement-learning-environments

sharpe is a unified, interactive, general-purpose environment for backtesting or applying machine learning(supervised learning and reinforcement learning) in the context of quantitative trading

✭ 33

python reinforcement-learning quantitative-finance backtesting-trading-strategies reinforcement-learning-environments algorithm-trading trading-gym

vsrl-framework

The Verifiably Safe Reinforcement Learning Framework

✭ 42

python shell reinforcement-learning pytorch reinforcement-learning-algorithms formal-methods formal-verification keymaerax safety-critical cyber-physical-systems differential-dynamic-logic keymaera safe-reinforcement-learning reinforcement-learning-environments safe-control

gym-hybrid

Collection of OpenAI parametrized action-space environments.

✭ 26

python reinforcement-learning parametrized openai-gym hybrid openai-gym-environments reinforcement-learning-environments hybrid-action-space parametrized-action-space gym-hybrid

AI4U

AI4U is a multi-engine plugin (Unity and Godot) that allows you to specify agents with reinforcement learning visually. Non-Player Characters (NPCs) of games can be designed using ready-made components. In addition, AI4U has a low-level API that allows you to connect the agent to any algorithm made available in Python by the reinforcement learni…

✭ 34

C#python GDScript Smarty HLSL games artificial-intelligence virtual-reality reinforcement-learning-environments

ML-Agents-with-Google-Colab

Train reinforcement learning agent using ML-Agents with Google Colab.

✭ 27

Jupyter Notebook ASP.NET unity-engine ml-agents google-colab reinforcement-learning-environments training-environment

rl-bigwatermelon

用深度强化学习玩合成大西瓜

✭ 22

javascript python HTML CSS game reinforcement-learning a3c watermelon reinforcement-learning-environments

simple-playgrounds

Simulator for Reinforcement Learning and AI. 2D environments with physics and interactive entities. Agents with rich sensors and actuators.

✭ 18

Jupyter Notebook python simulator agents playgrounds reinforcement-learning-environments

magical

The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)

✭ 60

python Jupyter Notebook reinforcement-learning imitation-learning preference-learning reinforcement-learning-environments

modelicagym

Modelica models integration with Open AI Gym

✭ 53

python Modelica reinforcement-learning openai-gym reinforcement-learning-environments

bark-ml

Gym environments and agents for autonomous driving.

✭ 68

python C++Starlark openai-gym autonomous-driving reinforcement agents gym-environments reinforcement-learning-environments

SNAC

Simultaneous Navigation and Construction

✭ 13

python Jupyter Notebook construction benchmark robotics navigation reinforcement-learning-environments mobile-manipulation

gym-cartpole-swingup

A simple, continuous-control environment for OpenAI Gym

✭ 20

python Makefile machine-learning reinforcement-learning openai-gym pytorch reinforcement-learning-environments

ZeroSimROSUnity

Robotic simulation in Unity with ROS integration.

FlashRL

No description or website provided.

✭ 25

python game machine-learning reinforcement-learning ai deep-learning deep-reinforcement-learning artificial-intelligence neural-networks tree-search reinforcement-learning-environments per-arne

robo-gym-robot-servers

Repository containing Robot Servers ROS packages

✭ 25

python Dockerfile CMake shell robotics openai-gym reinforcement-learning-environments robo-gym

Pontryagin-Differentiable-Programming

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

✭ 111

python reinforcement-learning trajectory-optimisation motion-planning dynamical-systems control-systems trajectory-optimization optimal-control system-identification imitation-learning inverse-reinforcement-learning end-to-end-learning control-learning differentiable-programming reinforcement-learning-environments learning-control pontryagin-maximum-principle

realant

RealAnt robot platform for low-cost, real-world reinforcement learning

✭ 40

python C++reinforcement-learning robot robotics dynamixel pose-estimation reinforcement-learning-environments

rlberry

An easy-to-use reinforcement learning library for research and education.

✭ 124

python shell reinforcement-learning reinforcement-learning-algorithms multi-armed-bandits reinforcement-learning-environments

multi car racing

An OpenAI Gym environment for multi-agent car racing based on Gym's original car racing environment.

✭ 58

python reinforcement-learning deep-learning gym reinforcement-learning-environments

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