AirSim VS ml-agents

Compare AirSim vs ml-agents and see what are their differences.

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning. (by Unity-Technologies)
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AirSim ml-agents
10 60
15,748 16,194
1.2% 1.5%
0.0 8.1
about 2 months ago 7 days ago
C++ C#
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

AirSim

Posts with mentions or reviews of AirSim. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-02.

ml-agents

Posts with mentions or reviews of ml-agents. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-08.

What are some alternatives?

When comparing AirSim and ml-agents you can also consider the following projects:

carla - Open-source simulator for autonomous driving research.

gym - A toolkit for developing and comparing reinforcement learning algorithms.

AssetStudio - AssetStudio is a tool for exploring, extracting and exporting assets and assetbundles.

unity-avatar-generation - A minimal example of how to use Unity's AvatarBuilder.BuildHumanAvatar API.

ultimate-volleyball - 3D RL Volleyball environment built on Unity ML-Agents

GAAS - GAAS is an open-source program designed for fully autonomous VTOL(a.k.a flying cars) and drones. GAAS stands for Generalized Autonomy Aviation System.

tensortrade - An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

recurrent-ppo-truncated-bptt - Baseline implementation of recurrent PPO using truncated BPTT

MediaPipeUnityPlugin - Unity plugin to run MediaPipe

Autonomous-Ai-drone-scripts - State of the art autonomous navigation scripts using Ai, Computer Vision, Lidar and GPS to control an arducopter based quad copter.