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simulations for reinforcement learning

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PyBulletMuJoCoGazeboNVIDIA-OmniverseUnreal EngineUnity

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What's inside

Unreal Engine

  • Carla

    Open-source simulator for autonomous driving research.

  • UnrealCV

    Connecting Computer Vision to Unreal Engine

  • UnrealEnginePython

    Embed Python in Unreal Engine 4

MuJoCo

  • cassie-mujoco-sim

    A simulation library for Agility Robotics' Cassie robot using MuJoCo

  • dm_control

    DeepMind's software stack for physics-based simulation

  • metaworld

    An open source robotics benchmark for meta- and multi-task reinforcement learning

  • mjrl

    Reinforcement learning algorithms for MuJoCo tasks

  • mujoco-py

    mujoco-py allows using MuJoCo from Python 3

  • MuJoCo_RL_UR5

    A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

Gazebo

PyBullet

  • gym-pybullet-drones

    PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

  • panda-gym

    OpenaAI Gym Franka Emika Panda robot environment based on PyBullet.

  • pybullet-gym

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

  • pybullet_multigoal_gym

    Pybullet version of the multigoal robotics environment from OpenAI Gym

  • pybullet_planning

    A suite of utility functions to facilitate robotic planning related research on the pybullet physics simulation engine.

  • pybullet-planning

    PyBullet Planning

Unity

Showing a sample of 37 resources. View the full list on GitHub →