ml-agents VS carla

Compare ml-agents vs carla 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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ml-agents carla
60 22
16,194 10,347
1.5% 2.1%
8.1 8.3
7 days ago 3 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.

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.

carla

Posts with mentions or reviews of carla. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-02.

What are some alternatives?

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

AirSim - Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

simulator - A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

openpilot - openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.

apollo - An open autonomous driving platform

webots - Webots Robot Simulator

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

deepdrive - Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

apollo - 🚀 Apollo/GraphQL integration for VueJS

pwnagotchi - (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

gym-donkeycar - OpenAI gym environment for donkeycar simulator