OpenAI Gym

E17413

open-source software reinforcement learning library software toolkit

OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms through a standardized collection of environments and interfaces.

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All labels observed (5)

Label	Occurrences
OpenAI Gym canonical	10
Atari environments	1
OpenAI Gym benchmark tasks	1
OpenAI Gym environments	1
OpenAI Gym project	1

Statements (48)

Predicate	Object
instanceOf	open-source software ⓘ reinforcement learning library ⓘ software toolkit ⓘ
category	OpenAI projects ⓘ Python libraries ⓘ reinforcement learning software ⓘ
compatibleWith	JAX ⓘ PyTorch ⓘ TensorFlow ⓘ
defines	Env API ⓘ
developer	OpenAI ⓘ
feature	benchmark tasks ⓘ standardized collection of environments ⓘ standardized interfaces ⓘ
genre	machine learning ⓘ reinforcement learning ⓘ
hasComponent	OpenAI Gym self-linksurface differs ⓘ surface form: Atari environments Box2D environments ⓘ MuJoCo environments ⓘ algorithmic environments ⓘ classic control environments ⓘ toy text environments ⓘ
hasSuccessor	Gymnasium ⓘ
influenced	Gymnasium ⓘ PettingZoo ⓘ RLlib ⓘ OpenAI Baselines ⓘ surface form: Stable Baselines
influencedBy	Arcade Learning Environment ⓘ
initialReleaseDate	2016 ⓘ
interface	render function ⓘ reset function ⓘ seed function ⓘ step function ⓘ
license	MIT License ⓘ
programmingLanguage	Python ⓘ
provides	standard RL benchmarking protocol ⓘ
purpose	compare reinforcement learning algorithms ⓘ develop reinforcement learning algorithms ⓘ
repository	https://github.com/openai/gym ⓘ
supports	OpenAI Baselines ⓘ continuous action spaces ⓘ discrete action spaces ⓘ observation spaces ⓘ vectorized environments ⓘ
usedFor	benchmarking RL algorithms ⓘ education in reinforcement learning ⓘ research in reinforcement learning ⓘ
website	https://gym.openai.com ⓘ

Referenced by (14)

Full triples — surface form annotated when it differs from this entity's canonical label.

OpenAI → developed → OpenAI Gym ⓘ

OpenAI Gym → hasComponent → OpenAI Gym self-linksurface differs ⓘ

this entity surface form: Atari environments

OpenAI Baselines → compatibleWith → OpenAI Gym ⓘ

TF-Agents → supportsEnvironment → OpenAI Gym ⓘ

Stable Baselines → supportsEnvironmentInterface → OpenAI Gym ⓘ

Env API → definedIn → OpenAI Gym ⓘ

Env API → maintainedBy → OpenAI Gym ⓘ

this entity surface form: OpenAI Gym project

RLlib → supportsEnvironmentInterface → OpenAI Gym ⓘ

PettingZoo → inspiredBy → OpenAI Gym ⓘ

Gymnasium → predecessor → OpenAI Gym ⓘ

Gymnasium → basedOn → OpenAI Gym ⓘ

PPO2 → commonlyUsedWith → OpenAI Gym ⓘ

this entity surface form: OpenAI Gym environments

Proximal Policy Optimization → evaluationBenchmarks → OpenAI Gym ⓘ

Generalized Advantage Estimation → appliedIn → OpenAI Gym ⓘ

this entity surface form: OpenAI Gym benchmark tasks