pfrl
PFRL: a PyTorch-based deep reinforcement learning library (by pfnet)
actorch
Deep reinforcement learning framework for fast prototyping based on PyTorch (by lucadellalib)
| pfrl | actorch | |
|---|---|---|
| 3 | 2 | |
| 1,149 | 12 | |
| 1.4% | - | |
| 4.6 | 2.5 | |
| 15 days ago | about 1 year 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.
pfrl
Posts with mentions or reviews of pfrl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-28.
-
Choosing a framework in 2023
PFRL https://github.com/pfnet/pfrl
- [P] Can I separate out the steps of learn() in stable baselines3?
-
Applied resources in Pytorch?
Take a look at https://github.com/pfnet/pfrl/blob/master/examples/quickstart/quickstart.ipynb
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 pfrl and actorch you can also consider the following projects:
acme - A library of reinforcement learning components and 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)
RL-Adventure - Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL