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 (2)
How this entity was disambiguated
This entity first appeared as the object of triple T805159 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gymnasium Context triple: [OpenAI Gym, influenced, Gymnasium]
-
A.
Luitpold Gymnasium
Luitpold Gymnasium was a secondary school in Munich, Germany, known for being one of the early educational institutions attended by Albert Einstein.
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B.
Blume High School
Blume High School is an educational institution best known as the high school attended by astronaut and first Moon-walker Neil A. Armstrong.
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C.
Montini
Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
-
D.
Gould Academy
Gould Academy is a private college-preparatory boarding and day school in Bethel, Maine, known for its rigorous academics and strong outdoor and ski programs.
-
E.
Bou Inania Madrasa
Bou Inania Madrasa is a renowned 14th-century Islamic college and mosque in Fez, Morocco, celebrated for its exquisite Marinid architecture and intricate decorative craftsmanship.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gymnasium Target entity description: Gymnasium is a modern open-source toolkit for developing and comparing reinforcement learning algorithms, serving as a successor and refinement to OpenAI Gym.
-
A.
Luitpold Gymnasium
Luitpold Gymnasium was a secondary school in Munich, Germany, known for being one of the early educational institutions attended by Albert Einstein.
-
B.
Blume High School
Blume High School is an educational institution best known as the high school attended by astronaut and first Moon-walker Neil A. Armstrong.
-
C.
Montini
Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
-
D.
Gould Academy
Gould Academy is a private college-preparatory boarding and day school in Bethel, Maine, known for its rigorous academics and strong outdoor and ski programs.
-
E.
Bou Inania Madrasa
Bou Inania Madrasa is a renowned 14th-century Islamic college and mosque in Fez, Morocco, celebrated for its exquisite Marinid architecture and intricate decorative craftsmanship.
- F. None of above. chosen
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 ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Gymnasium Description of subject: Gymnasium is a modern open-source toolkit for developing and comparing reinforcement learning algorithms, serving as a successor and refinement to OpenAI Gym.
Referenced by (7)
Full triples — surface form annotated when it differs from this entity's canonical label.