RL-Adventure
pfrl
| RL-Adventure | pfrl | |
|---|---|---|
| 3 | 3 | |
| 2,950 | 1,147 | |
| - | 1.2% | |
| 0.0 | 3.4 | |
| over 2 years ago | 12 days ago | |
| Jupyter Notebook | Python | |
| - | MIT License |
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.
RL-Adventure
-
Applied resources in Pytorch?
can check this out.
-
Is there a consensus about RL frameworks?
For me, nothing beats RL-Adventure. It's not perfect, it has bugs, but it's super readable and will let you level up through the different main methods.
-
[N] 20 hours of new lectures on Deep Learning and Reinforcement Learning with lots of examples
Lecture 7: Function approximation. (slides, code, video)
pfrl
-
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
What are some alternatives?
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
acme - A library of reinforcement learning components and agents
machin - Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
skrl - Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dcss-ai-wrapper - An API for Dungeon Crawl Stone Soup for Artificial Intelligence research.
nle - The NetHack Learning Environment
RL-Adventure-2 - Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters [Moved to: https://github.com/higgsfield-ai/higgsfield]
flux-beamer - Flux is a modern style beamer presentation.
maze - Maze Applied Reinforcement Learning Framework