pydreamer
PyTorch implementation of DreamerV2 model-based RL algorithm (by jurgisp)
dreamer
Dream to Control: Learning Behaviors by Latent Imagination (by danijar)
pydreamer | dreamer | |
---|---|---|
3 | 1 | |
194 | 485 | |
- | - | |
0.0 | 0.0 | |
about 1 year ago | over 2 years ago | |
Python | Python | |
MIT License | MIT License |
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.
pydreamer
Posts with mentions or reviews of pydreamer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-26.
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.
-
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
What are some alternatives?
When comparing pydreamer and dreamer you can also consider the following projects:
dreamerv2 - Mastering Atari with Discrete World Models
planet - Learning Latent Dynamics for Planning from Pixels
panda-gym - Set of robotic environments based on PyBullet physics engine and gymnasium.
daydreamer - DayDreamer: World Models for Physical Robot Learning
opendr - A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning
rex-gym - OpenAI Gym environments for an open-source quadruped robot (SpotMicro)