Gymnasium
E95192
Gymnasium is a modern open-source toolkit for developing and comparing reinforcement learning algorithms, serving as a successor and refinement to OpenAI Gym.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Gymnasium canonical | 4 |
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
open-source project
ⓘ
reinforcement learning toolkit ⓘ software library ⓘ |
| aim |
improve clarity of environment termination semantics
ⓘ
provide a maintained successor to OpenAI Gym ⓘ standardize benchmarking of RL algorithms ⓘ |
| basedOn | OpenAI Gym ⓘ |
| compatibleWith |
JAX
ⓘ
NumPy ⓘ PyTorch ⓘ TensorFlow ⓘ |
| developer | Farama Foundation ⓘ |
| documentation | https://gymnasium.farama.org ⓘ |
| ecosystem | Farama Foundation reinforcement learning ecosystem ⓘ |
| feature |
compatibility with existing Gym environments
ⓘ
registration system for custom environments ⓘ seeding utilities for reproducibility ⓘ standardized API for RL environments ⓘ step API with termination and truncation signals ⓘ type-annotated API ⓘ vectorized environment interfaces ⓘ wrappers for environment preprocessing ⓘ |
| genre |
AI research
ⓘ
machine learning ⓘ reinforcement learning ⓘ |
| hasAPI |
Env interface
ⓘ
VectorEnv interface ⓘ Wrapper interface ⓘ |
| license | MIT License ⓘ |
| maintainer | Farama Foundation ⓘ |
| name | Gymnasium ⓘ |
| openSource | true ⓘ |
| predecessor | OpenAI Gym ⓘ |
| programmingLanguage | Python ⓘ |
| relatedTo |
Gymnasium-Robotics
ⓘ
Minigrid ⓘ PettingZoo ⓘ |
| repository | https://github.com/Farama-Foundation/Gymnasium ⓘ |
| supports |
Atari environments via wrappers
ⓘ
Box2D environments ⓘ classic control environments ⓘ continuous action spaces ⓘ discrete action spaces ⓘ toy text environments ⓘ vectorized environments ⓘ |
| supportsVersion | Python 3.8+ ⓘ |
| usedFor |
benchmarking reinforcement learning algorithms
ⓘ
developing reinforcement learning algorithms ⓘ teaching reinforcement learning ⓘ |
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.