alf
Agent Learning Framework https://alf.readthedocs.io (by HorizonRobotics)
awesome-reinforcement-learning-lib
GitHub's code repository is all you need (by wwxFromTju)
| alf | awesome-reinforcement-learning-lib | |
|---|---|---|
| 2 | 1 | |
| 286 | 275 | |
| 1.4% | - | |
| 8.9 | 0.6 | |
| 6 days ago | about 1 year ago | |
| Python | ||
| 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.
alf
Posts with mentions or reviews of alf.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-28.
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Simple continuous environment with spaceship but yet challenging for RL algorithms (like SAC, TD3)
Check out Alf examples
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Have you used any good DRL library?
We actively work on https://github.com/HorizonRobotics/alf. It has implementations of many algorithms, and the user can create your own algorithm/prototype quickly by composing different components.
awesome-reinforcement-learning-lib
Posts with mentions or reviews of awesome-reinforcement-learning-lib.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-07.
-
Have you used any good DRL library?
I found this summary on github, and it looks pretty complete: https://github.com/wwxFromTju/awesome-reinforcement-learning-lib
What are some alternatives?
When comparing alf and awesome-reinforcement-learning-lib you can also consider the following projects:
tmrl - Reinforcement Learning for real-time applications - host of the TrackMania Roborace League
awesome-decision-transformer - A curated list of Decision Transformer resources (continually updated)
rl-baselines3-zoo - A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
acme - A library of reinforcement learning components and agents
space-gym - Challenging reinforcement learning environments with locomotion tasks in space
taichi - Productive, portable, and performant GPU programming in Python.