gym
semver
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.
gym
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OpenAI Acquires Global Illumination
A co-founder announced they disbanded their robots team a couple years ago: https://venturebeat.com/business/openai-disbands-its-robotic...
That was the same time they depreciated OpenAI Gym: https://github.com/openai/gym
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Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments
This includes single-agent Gymnasium wrappers for DM Control, DM Lab, Behavior Suite, Arcade Learning Environment, OpenAI Gym V21 & V26. Multi-agent PettingZoo wrappers support DM Control Soccer, OpenSpiel and Melting Pot. For more information, read the release notes here:
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Some confusion about variables and functions in mujoco-py
When I browse fetch_env.py, I have a question about the following code snippet:
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pip install stable-baselines3[extra]
Nvm, this works for me '!pip install setuptools==65.5.0' Source: https://github.com/openai/gym/issues/3176
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[P] Reinforcement learning evolutionary hyperparameter optimization - 10x speed up
how would this interact/compare with https://github.com/openai/gym?
- What has replaced OpenAI Retro Gym?
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Understanding Reinforcement Learning
If you'd like to learn more about reinforcement learning or play with a number of samples in controlled environments, I highly recommend you look at the documentation for OpenAI's Gym library and particularly the basic usage page. OpenAI's Gym provides a standardized environment for performing reinforcement learning on classic Atari games and a few other platforms and should be an educational resource. If you'd like a more detailed example, check out this tutorial on Paperspace's blog.
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Using the cross-entropy method to solve Frozen Lake
Frozen Lake is an OpenAI Gym environment in which an agent is rewarded for traversing a frozen surface from a start position to a goal position without falling through any perilous holes in the ice.
- Is there a publicly available state space model for the Lunar Lander environment?
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How to Create a Behavioral Cloning Bot to Play Online Games?
typically a more relaxed approach is taken via reinforcement learning, but it requires that you can simulate the game via a given gamestate. take a look at e.g. https://www.gymlibrary.dev/
semver
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Snyk CLI: Introducing Semantic Versioning and release channels
We are pleased to introduce Semantic Versioning and release channels to Snyk CLI from v.1.1291.0 onwards. In this blog post, we will share why we are introducing these changes, what problems these changes solve for our customers, and how our customers can opt-in according to their needs.
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Master the Art of Writing and Launching Your Own Modern JavaScript and Typescript Library in 2024
Following the Semantic Versioning rules, you should raise the version number every time you need to publish your library. In your "package.json" file, you need to change the version number to reflect whether the changes are major, minor, or patch updates.
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Using semantic-release to automate releases and changelogs
Semantic Versioning: An established convention for version numbers following the pattern MAJOR.MINOR.PATCH
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Essential Command Line Tools for Developers
Increases the major of the latest tag and prints it As per the Semver spec, it'll also clear the pre-release…
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Testing Our Tasks
The reason for this is that software libraries and package managers, in general, but specifically here, rely on semantic versioning. Semantic versioning is really useful for distributing packages in a predictable way. What does this look like for our project?
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What is Semantic Versioning and why you should use it for your software ?
For a more detailed and comprehensive guide on semantic versioning, visit https://semver.org
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Neovim v0.9.5 Released
I believe neovim follows semantic versioning. https://semver.org/
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Semver 2.0.0 Released
Semver has been 2.0.0 for 10 years, look at the date of the assets. Multiple releases created today where none existed before. Not sure why someone is creating releases now, perhaps just some housekeeping/cleanup.
https://github.com/semver/semver/releases
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First purchase advice
All ELRS hardware will talk to all other ELRS hardware, including Radiomaster's ELRS transmitters and receivers. There are one or two exceptions from scummy companies that have been pilloried by the community, and you probably won't find them anymore. So long as the ELRS firmware running on both devices has the same major version number, you're good to go. ie. 3.3.1 will still talk to 3.0.1, but won't talk to 2.0.0. (The "major version" is the 1st number, the "minor version" is the 2nd number, and the "patch version" is the 3rd number. See Semantic Versioning for more info.)
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fkYAML v0.3.0: Support non-string-scalar nodes as mapping keys
If you're using semver, read the spec it's not overly long or hard to understand.
What are some alternatives?
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
react-native - A framework for building native applications using React
carla - Open-source simulator for autonomous driving research.
semantic-release - :package::rocket: Fully automated version management and package publishing
tensorflow - An Open Source Machine Learning Framework for Everyone
standard-version - :trophy: Automate versioning and CHANGELOG generation, with semver.org and conventionalcommits.org
dm_control - Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
changesets - 🦋 A way to manage your versioning and changelogs with a focus on monorepos
open_spiel - OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
helmfile - Deploy Kubernetes Helm Charts
rlcard - Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Poetry - Python packaging and dependency management made easy