pollen-robotics/microduck_rl
RL training environments for Microduck (mjlab)
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+59
STARS · LAST 30 DAYS
2
PER DAY
#438
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +59 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +3 | +10 | +26 |
microduck_rl gained 59 stars in the last 30 days, about 2 a day, and now has 2.4K. It is about 1 year old and has averaged roughly 2.4K stars a year. It ranks #438 among Python repositories and #3,106 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#4197
BEST RANK
Oct 5, 2026
FIRST APPEARANCE
Active
STATUS TODAY
microduck_rl has maintained a continuous presence across global trending indexes, peaking at #4197. Below is the 30-day activity profile:
💡 Overview
microduck_rl is an open-source project written in Python: RL training environments for Microduck (mjlab).
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install microduck_rl⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
microduck_rl coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed microduck_rl into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install microduck_rl using your package manager: `pip install microduck_rl`
Initialize your project workspace or configuration file for microduck_rl.
Import microduck_rl into your codebase or invoke it directly from your terminal.
Execute your test suite or run `microduck_rl --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
pollen-robotics/microduck_rl is currently ranked #3,106 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,101 | akvorado/akvorado | Go | ★ 2.4K | Compare ↗ |
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| #3,105 | slavakurilyak/awesome-ai-agents | Go | ★ 2.4K | Compare ↗ |
| #3,106 | pollen-robotics/microduck_rl This Project | Python | ★ 2.4K | |
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Frequently Asked Questions
What does microduck_rl do? +
RL training environments for Microduck (mjlab)
What language is microduck_rl written in? +
The primary language is Python. Topics include: software.
Is microduck_rl actively maintained? +
Yes, the last recorded push was on Oct 5, 2026 with 47 open issues being tracked.
How many stars does microduck_rl have? +
microduck_rl has 2,366 stars and 523 forks on GitHub.
How does microduck_rl rank among GitHub repositories? +
With 2,366 stars, pollen-robotics/microduck_rl is ranked #3,106 globally across all repositories tracked on GitHubRepo and #438 among Python projects.
What license is microduck_rl distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
