Shimmy

Environment converter

An API conversion tool for reinforcement learning environments.

An API conversion tool for popular external reinforcement learning environments

GitHub

138 stars
7 watching
20 forks
Language: Python
last commit: about 2 months ago
Linked from 1 awesome list

deepmind-control-suitedeepmind-labgym-environmentgymnasiumreinforcement-learning

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
farama-foundation/miniworld A tool for creating and simulating 3D environments for reinforcement learning research 703
farama-foundation/minigrid A collection of grid-world environments for reinforcement learning research 2,122
farama-foundation/d4rl Provides standardized environments and datasets for offline reinforcement learning training and benchmarking 1,346
farama-foundation/arcade-learning-environment A platform for developing AI agents to play Atari 2600 games 2,178
farama-foundation/gymnasium-robotics A collection of robotic simulation environments for reinforcement learning 570
farama-foundation/supersuit A collection of small wrapper functions to preprocess reinforcement learning environments. 453
farama-foundation/metaworld A collection of robotic environment benchmarks for evaluating meta-reinforcement learning and multi-task learning algorithms. 1,273
farama-foundation/gymnasium Develops and compares reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments 7,374
google-deepmind/android_env A platform for defining reinforcement learning tasks on top of Android devices 1,019
farama-foundation/vizdoom A platform for developing AI bots to play Doom using visual information from the game screen 1,743
google-deepmind/spriteworld An environment designed to test and train reinforcement learning algorithms in a flexible, procedurally generated 2D space with various objects and interactions. 368
farama-foundation/microrts An implementation of a simplified real-time strategy game environment for testing AI research and reinforcement learning algorithms 286
shakenes/vizdoomgym A wrapper around ViZDoom environments to integrate them with OpenAI Gym 66
farama-foundation/magent2 A library for creating high-performance environments for training large numbers of competing agents in multi-agent scenarios 229
farama-foundation/minari A Python library for offline reinforcement learning research, providing datasets and utilities. 294