Unity Machine Learning Agents

URI: https://gptkb.org/entity/Unity_Machine_Learning_Agents

GPTKB entity

Statements (48)

Predicate	Object
gptkbp:instanceOf	gptkb:software
gptkbp:category	gptkb:artificial_intelligence gptkb:machine_learning gptkb:simulation game development
gptkbp:citation	Juliani, A., et al. (2018). Unity: A General Platform for Intelligent Agents. arXiv:1809.02627
gptkbp:developedBy	gptkb:Unity_Technologies
gptkbp:documentation	https://github.com/Unity-Technologies/ml-agents/blob/main/docs/Readme.md
gptkbp:enables	simulation of complex environments training of agents via machine learning
gptkbp:firstReleased	2017
gptkbp:hasComponent	gptkb:ml-agents-envs_Python_package gptkb:ml-agents_C#_SDK gptkb:ml-agents_Python_package Unity environment examples
https://www.w3.org/2000/01/rdf-schema#label	Unity Machine Learning Agents
gptkbp:integratesWith	gptkb:Unity_Editor
gptkbp:latestReleaseVersion	2024-03-13 2.3.0
gptkbp:license	gptkb:Apache_License_2.0
gptkbp:officialWebsite	https://unity.com/products/machine-learning-agents
gptkbp:operatingSystem	Cross-platform
gptkbp:programmingLanguage	gptkb:Python gptkb:C#
gptkbp:provides	gptkb:Unity_C#_SDK visualization tools Python API training utilities example environments
gptkbp:relatedTo	gptkb:OpenAI_Gym gptkb:Imitation_Learning gptkb:Reinforcement_Learning gptkb:Unity_Engine
gptkbp:repository	https://github.com/Unity-Technologies/ml-agents
gptkbp:supports	gptkb:Windows gptkb:macOS gptkb:Linux gptkb:reinforcement_learning self-play curriculum learning imitation learning multi-agent environments
gptkbp:usedBy	gptkb:researchers game developers AI practitioners
gptkbp:usedFor	training intelligent agents in Unity environments
gptkbp:bfsParent	gptkb:Unity_Technologies
gptkbp:bfsLayer	5