habitat-api VS deepbots

Compare habitat-api vs deepbots and see what are their differences.

habitat-api

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators. [Moved to: https://github.com/facebookresearch/habitat-lab] (by facebookresearch)
AI Computer Vision Robotics Simulator sim2real Deep Learning deep-reinforcement-learning reinforcement-learning Research Python

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deepbots

A wrapper framework for Reinforcement Learning in the Webots robot simulator using Python 3. (by aidudezzz)
Robotics reinforcement-learning openai-gym-environment Webots Python
Source Code
deepbots.readthedocs.io
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habitat-api deepbots
1 2
752 219
- 5.0%
8.4 4.6
over 2 years ago 8 months ago
Python Python
MIT License GNU General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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habitat-api

Posts with mentions or reviews of habitat-api. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-03.

deepbots

Posts with mentions or reviews of deepbots. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-07.
  • Deepbots 1.0 release: Reinforcement Learning in Webots
    4 projects | /r/Webots | 7 Apr 2023
    Hello folks! We are happy to inform you that a month ago deepbots had its 1.0 release.
  • Best Sim2Real Engine?
    1 project | /r/robotics | 23 Jun 2021
    I suggest Webots, you won't need to think about ROS, you may need to find a tool to connect your DL backend to the Sim (https://github.com/aidudezzz/deepbots). A close second would be Gazebo, but that has a more complex setup, will probably require you learning some ROS.

What are some alternatives?

When comparing habitat-api and deepbots you can also consider the following projects:

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

webots_ros2 - Webots ROS 2 packages

panda-gym - Set of robotic environments based on PyBullet physics engine and gymnasium.

pylgbst - Python library for LEGO® PoweredUp devices

holodeck - High Fidelity Simulator for Reinforcement Learning and Robotics Research.

deepbots-tutorials - Tutorials for the deepbots framework https://github.com/aidudezzz/deepbots

MATLAB-Simulink-Challenge-Project-Hub - This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.

deepworlds - Examples and use cases using the deepbots framework (https://github.com/aidudezzz/deepbots) with the Webots robot simulator.

PyGame-Learning-Environment - PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

DI-sheep - 羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)

webots - Webots Robot Simulator

habitat-api vs simglucose deepbots vs webots_ros2 habitat-api vs panda-gym deepbots vs pylgbst habitat-api vs holodeck deepbots vs deepbots-tutorials habitat-api vs MATLAB-Simulink-Challenge-Project-Hub deepbots vs deepworlds habitat-api vs PyGame-Learning-Environment deepbots vs stable-baselines3 habitat-api vs DI-sheep deepbots vs webots