deep_control
Deep Reinforcement Learning for Continuous Control in PyTorch (by jakegrigsby)
actorch
Deep reinforcement learning framework for fast prototyping based on PyTorch (by lucadellalib)
| deep_control | actorch | |
|---|---|---|
| 1 | 2 | |
| 87 | 12 | |
| - | - | |
| 1.8 | 2.5 | |
| over 2 years ago | about 1 year ago | |
| Python | 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.
deep_control
Posts with mentions or reviews of deep_control.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Help on what could be wrong on my TD3?
So I am training with my own simulator from Unity connected to Open AI gym using TD3 adopted from this https://github.com/jakegrigsby/deep_control/blob/master/deep_control/td3.py
actorch
Posts with mentions or reviews of actorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-28.
- ACTorch: a PyTorch-based deep reinforcement learning framework for fast prototyping
-
Choosing a framework in 2023
If you are looking for a Ray-based framework but simpler than RLlib, take a look at ACTorch.
What are some alternatives?
When comparing deep_control and actorch you can also consider the following projects:
autonomous-learning-library - A PyTorch library for building deep reinforcement learning agents.
skrl - Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
cleanrl - High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)