dreamer
Dream to Control: Learning Behaviors by Latent Imagination (by danijar)
opendr
A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning (by opendr-eu)
| dreamer | opendr | |
|---|---|---|
| 1 | 3 | |
| 485 | 606 | |
| - | 1.5% | |
| 0.0 | 8.6 | |
| over 2 years ago | 2 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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.
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.
dreamer
Posts with mentions or reviews of dreamer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-26.
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PyDreamer: model-based RL written in PyTorch + integrations with DM Lab and MineRL environments
Code for https://arxiv.org/abs/1912.01603 found: https://github.com/danijar/dreamer
opendr
Posts with mentions or reviews of opendr.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[D] Version 2.1 of the Open Deep Learning Toolkit for Robotics is already available!
You can download the toolkit here: - GitHub: https://github.com/opendr-eu/opendr - pip: https://pypi.org/project/opendr-toolkit/ - Docker Hub: https://hub.docker.com/r/opendr/opendr-toolkit/tags
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[D] The Open Deep Learning Toolkit for Robotics v2.0 was just released
You can download the toolkit through GitHub, pip, and Docker Hub!
You can download it here: https://github.com/opendr-eu/opendr
What are some alternatives?
When comparing dreamer and opendr you can also consider the following projects:
planet - Learning Latent Dynamics for Planning from Pixels
dreamerv2 - Mastering Atari with Discrete World Models
habitat-lab - A modular high-level library to train embodied AI agents across a variety of tasks and environments.
panda-gym - Set of robotic environments based on PyBullet physics engine and gymnasium.
tapnet - Tracking Any Point (TAP)
pydreamer - PyTorch implementation of DreamerV2 model-based RL algorithm
daydreamer - DayDreamer: World Models for Physical Robot Learning
rex-gym - OpenAI Gym environments for an open-source quadruped robot (SpotMicro)