Unity Ml Agents Environments

There are 14 unity ml agents environments tracked. 1 score above 70 (verified tier). The highest-rated is Unity-Technologies/ml-agents at 70/100 with 19,215 stars.

Get all 14 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=unity-ml-agents-environments&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Agent	Score	Tier	Stars	Language
1	Unity-Technologies/ml-agents The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source...	70	Verified	19,215	C#
2	Unity-Technologies/ml-agents-dodgeball-env Showcase environment for ML-Agents	50	Established	76	C#
3	Sebastian-Schuchmann/A.I.-Jumping-Cars-ML-Agents-Example Ultimate Walkthrough Example for ML-Agents 1.0+ in Unity3D	44	Emerging	58	C#
4	AlanLaboratory/UnrealMLAgents The Unreal ML Agents Toolkit is an open-source project that enables Unreal...	40	Emerging	75	Python
5	Sebastian-Schuchmann/A.I.-Shooting-Game-ML-Agents-Unity-Example A beginner friendly example for Unity's ML-Agents Framework. This project...	40	Emerging	30	ASP
6	simoninithomas/ml-agents-snowball-fight A multi-agent environment using Unity ML-Agents Toolkit	35	Emerging	10	—
7	Sebastian-Schuchmann/Self-Play-TicTacToe-AI-ML-Agents- A Self Play reinforcement learning Agent learns to play TicTacToe using the...	32	Emerging	39	C#
8	apanay20/Crowds-and-ML-Agents Training of agents using Reinforcement and Imitation Learning to simulate...	32	Emerging	12	ShaderLab
9	lukehollis/rl-llm-urban-simulations Build RL+LLM multi-agent simulations in game engines for realistic human...	31	Emerging	37	C#
10	mimisukeMaster/TableTennisAI A project created with ML-Agents for AIs that play table tennis.	26	Experimental	5	C#
11	Apolok99/ML-Agents-Fighting-Animations Unity project with an AI that creates procedural animations of combat defense	21	Experimental	23	C#
12	smtmRadu/DRL-Agents [Deprecated] Add-on toolkit used to train AIs in Unity Engine.	19	Experimental	4	C#
13	ulanch/air-hockey-rl A Unity-based Air Hockey simulation leveraging ML-Agents for reinforcement...	17	Experimental	2	C#
14	JulianCatnip/atst-walker-agent Concept and development of a walking AT-ST Walker (Starwars) ML-agent.	11	Experimental	3	C#

Comparisons in this category

ml-agents and ml-agents-dodgeball-env (70 vs 50) ml-agents and UnrealMLAgents (70 vs 40) ml-agents and A.I.-Jumping-Cars-ML-Agents-Example (70 vs 44) ml-agents and Self-Play-TicTacToe-AI-ML-Agents- (70 vs 32) ml-agents and rl-llm-urban-simulations (70 vs 31) ml-agents and A.I.-Shooting-Game-ML-Agents-Unity-Example (70 vs 40) ml-agents and ML-Agents-Fighting-Animations (70 vs 21) ml-agents and Crowds-and-ML-Agents (70 vs 32) ml-agents and ml-agents-snowball-fight (70 vs 35) ml-agents and TableTennisAI (70 vs 26)