crafter VS deepdrive

Compare crafter vs deepdrive and see what are their differences.

crafter

Benchmarking the Spectrum of Agent Capabilities (by danijar)
Artificial intelligence reinforcement-learning Minecraft Environment Simulation Deep Learning
Source Code
danijar.com
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deepdrive

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving (by deepdrive)
self-driving-car Tensorflow reinforcement-learning unreal-engine Simulation Deep Learning Python Gym deep-reinforcement-learning sensorimotor competition Vision Control transfer-learning
Source Code
deepdrive.io
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crafter deepdrive
2 1
346 872
- 0.2%
5.4 0.0
3 months ago 7 months ago
Python Python
MIT License 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.

crafter

Posts with mentions or reviews of crafter. We have used some of these posts to build our list of alternatives and similar projects.

deepdrive

Posts with mentions or reviews of deepdrive. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-01.
  • Is it possible to train a self driving car on google colab?
    4 projects | /r/reinforcementlearning | 1 Sep 2021
    I've been trying for a while now and I started thinking it may not be possible. If anyone has managed to train a self-driving car simulator using openai gym on google colab(preferably), or on any remote server (AWS, GCP, ...) please let me know. So far, I tried carla, airsim, svl, deepdrive and they are all equally useless unless run locally with a gui. I'd really appreciate if someone suggests some way that actually can make it possible.

What are some alternatives?

When comparing crafter and deepdrive you can also consider the following projects:

dm_control - Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

carla - Open-source simulator for autonomous driving research.

ma-gym - A collection of multi agent environments based on OpenAI gym.

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

FoliClientInstaller - Installs the Foli Client Minecraft modpack

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

ITAQA-air-quality-aggregator - Framework to collect, aggregate and process air pollution data from different sources (Italy regions)

Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

portfolio-management - Repository for portfolio management using Pytorch, SQLAlchemy and XArray. The management is done using the reinforcement learning algorithm "Soft Actor-Critic".

tensorforce - Tensorforce: a TensorFlow library for applied reinforcement learning

dreamerv2 - Mastering Atari with Discrete World Models

simglucose - A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose

crafter vs dm_control deepdrive vs carla crafter vs ma-gym deepdrive vs simulator crafter vs FoliClientInstaller deepdrive vs AirSim crafter vs ITAQA-air-quality-aggregator deepdrive vs Super-mario-bros-PPO-pytorch crafter vs portfolio-management deepdrive vs tensorforce crafter vs dreamerv2 deepdrive vs simglucose