Gymnasium
Flake8-pyproject
Gymnasium | Flake8-pyproject | |
---|---|---|
12 | 3 | |
5,759 | 210 | |
5.2% | - | |
9.3 | 3.6 | |
7 days ago | 6 months ago | |
Python | Python | |
MIT License | 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.
Gymnasium
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NASA JPL Open Source Rover That Runs ROS 2
"Show HN: Ghidra Plays Mario" (2023) https://news.ycombinator.com/item?id=37475761 :
[RL, MuZero reduxxxx ]
> Farama-Foundation/Gymnasium is a fork of OpenAI/gym and it has support for additional Environments like MuJoCo: https://github.com/Farama-Foundation/Gymnasium#environments
> Farama-Foundatiom/MO-Gymnasiun: "Multi-objective Gymnasium environments for reinforcement learning": https://github.com/Farama-Foundation/MO-Gymnasium
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Show HN: Ghidra Plays Mario
https://github.com/Farama-Foundation/Gymnasium#environments
Farama-Foundatiom/MO-Gymnasiun:
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Are there any AI projects that plays a game for you and learns?
https://github.com/Farama-Foundation/Gymnasium - A framework Python library to build and train your own AI to play games
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Unstable SAC training of sparse-reward task
The only change in the environment from the one here is the reward function which is given its return value using the following code snippet (replacing lines 648-672 in the above url):
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Any resources on experiments simulated environments?
This may be useful: https://github.com/Farama-Foundation/Gymnasium
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What's the most challenging Gym environment?
Here are all the environments. So for example, if instead of Hopper-v2 you want the acrobat environment from classic control you can write: env = gym.make('Acrobot-v1')
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Gymnasium 0.28 is now released
This release also includes a large number of documentation updates, minor bug fixes, and other minor improvements; the full release notes are available here if you’d like to learn more: https://github.com/Farama-Foundation/Gymnasium/releases/tag/v0.28.0.
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TransformerXL + PPO Baseline + MemoryGym
Thanks! It really depends on the task that you want to implement. But in general, sticking to the standard gymnasium API is important. If you want to implement a 2D environment then PyGame is promising. If it's more like a game, check out Unity ML-Agents or Godot RL Agents. Anything simpler can also be just pure python code. You also need to carefully design your observation space, action space and reward function. My advice is to explore design choices of related environments.
- Gymnasium 0.27 - the first new version since Gymnasium was announced - is now released. It has almost no breaking changes.
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[N] Gymnasium 0.27 - the first new version since Gymnasium was announced - is now released. It has almost no breaking changes.
You can read the release notes here: https://github.com/Farama-Foundation/Gymnasium/releases/tag/v0.27.0. You can upgrade from 0.26 without any changes unless you're doing something very uncommon; this is how releases will generally be going forward.
Flake8-pyproject
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Flake8 took down the gitlab repository in favor of github
I must try this some time https://pypi.org/project/Flake8-pyproject/ since the flake8 author refuses to add pyproject.toml support themselves. Marking the ticket as "too heated" and pull requests as spam, like he has something against the pyproject.toml format or something.
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Python 3.11 is out! Huzzah!
If you're sufficiently annoyed to accept an extra dependency over this (like I was), there's this: https://pypi.org/project/Flake8-pyproject/
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Project template for modern Python packages
Regarding setup.cfg, it's currently used for flake8 related configuration. Flake8 doesn't support pyproject.toml: https://github.com/PyCQA/flake8/issues/234. There are some workarounds, such as https://github.com/john-hen/Flake8-pyproject, but, in my opinion, getting rid of additional config file doesn't really justify additional dependency. However, as setup.cfg is currently used only for flake8 related configs, perhaps it could be replaced by .flake8 file.
What are some alternatives?
flake8 - The official GitHub mirror of https://gitlab.com/pycqa/flake8
Flake8 - flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
ruff - An extremely fast Python linter and code formatter, written in Rust.
agents - TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
pytest - The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
Visual Studio Code - Visual Studio Code
batch-samples
episodic-transformer-memory-ppo - Clean baseline implementation of PPO using an episodic TransformerXL memory
flake8