OpenHUTB/nn
Sep 2025 – Dec 2025
4 Months active
Languages Used
MarkdownPythonC++CMakeXMLYAML
Technical Skills
MuJoCoNeural NetworksPhysics SimulationPythonRoboticsCommand-line Interface (CLI)
lan
PROFILE
Lan
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
39Total
Bugs
4
Commits
39
Features
16
Lines of code
59,981
Activity Months4
Your Network
159 people
Work History
December 2025
34 Commits • 14 Features
Dec 1, 2025December 2025 achieved end-to-end ROS-MuJoCo integration for OpenHUTB/nn with modular ROS components and startup scripts, enabling scalable simulation workflows. Key deliverables include a dedicated ROSManager module, ROS perception/control encapsulation, and enhanced ROS joint publishing for multi-DOF robots. Visualization and learning strategy capabilities were strengthened, accompanied by performance and memory optimizations to accelerate development cycles and reduce resource usage.
34 Commits • 14 Features
Dec 1, 2025December 2025 achieved end-to-end ROS-MuJoCo integration for OpenHUTB/nn with modular ROS components and startup scripts, enabling scalable simulation workflows. Key deliverables include a dedicated ROSManager module, ROS perception/control encapsulation, and enhanced ROS joint publishing for multi-DOF robots. Visualization and learning strategy capabilities were strengthened, accompanied by performance and memory optimizations to accelerate development cycles and reduce resource usage.
December 2025
November 2025
3 Commits
Nov 1, 2025November 2025 — OpenHUTB/nn: Delivered a robustness-focused update to the model conversion workflow. Fixed XML export correctness in convert_model by ensuring the correct MjData instance is used when exporting parameters. Introduced concurrency and maintainability improvements (ThreadPoolExecutor usage, type annotations, and logging). These changes enhance reliability, traceability, and performance of the model export path, contributing to higher data integrity and faster conversions for downstream pipelines.
November 2025
3 Commits
Nov 1, 2025November 2025 — OpenHUTB/nn: Delivered a robustness-focused update to the model conversion workflow. Fixed XML export correctness in convert_model by ensuring the correct MjData instance is used when exporting parameters. Introduced concurrency and maintainability improvements (ThreadPoolExecutor usage, type annotations, and logging). These changes enhance reliability, traceability, and performance of the model export path, contributing to higher data integrity and faster conversions for downstream pipelines.
October 2025
1 Commits • 1 Features
Oct 1, 2025Month: 2025-10 — OpenHUTB/nn: Focused on concurrency improvements and observability for the MuJoCo utility script. Delivered a ThreadPoolExecutor-based concurrency model, added type annotations for clarity, implemented comprehensive logging for error tracking, and updated repository hygiene by adding a .gitignore entry to exclude the mujoco_menagerie directory. Commit 4f1aa2c0fdbe7a0138b8fd591b09f8e34eb974f9 ("优化代码结构：改用ThreadPoolExecutor、添加类型注解和日志系统 (#2642)"). No explicit bug fixes recorded this month; these changes reduce concurrency risks and improve maintainability.
1 Commits • 1 Features
Oct 1, 2025Month: 2025-10 — OpenHUTB/nn: Focused on concurrency improvements and observability for the MuJoCo utility script. Delivered a ThreadPoolExecutor-based concurrency model, added type annotations for clarity, implemented comprehensive logging for error tracking, and updated repository hygiene by adding a .gitignore entry to exclude the mujoco_menagerie directory. Commit 4f1aa2c0fdbe7a0138b8fd591b09f8e34eb974f9 ("优化代码结构：改用ThreadPoolExecutor、添加类型注解和日志系统 (#2642)"). No explicit bug fixes recorded this month; these changes reduce concurrency risks and improve maintainability.
October 2025
September 2025
1 Commits • 1 Features
Sep 1, 2025September 2025 (OpenHUTB/nn) delivered neural agent integration with MuJoCo, enabling loading neural models, XML to MJB format conversions, and simulation visualization, with basic performance checks. A comprehensive README was added detailing environment setup, installation, and contribution guidelines. No major bugs were reported fixed this month; the focus was on feature delivery and establishing groundwork for scalable neural-agent experimentation. This work enhances business value by enabling rapid prototyping of neural policies within MuJoCo and improving contributor onboarding and reproducibility.
September 2025
1 Commits • 1 Features
Sep 1, 2025September 2025 (OpenHUTB/nn) delivered neural agent integration with MuJoCo, enabling loading neural models, XML to MJB format conversions, and simulation visualization, with basic performance checks. A comprehensive README was added detailing environment setup, installation, and contribution guidelines. No major bugs were reported fixed this month; the focus was on feature delivery and establishing groundwork for scalable neural-agent experimentation. This work enhances business value by enabling rapid prototyping of neural policies within MuJoCo and improving contributor onboarding and reproducibility.
Activity
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Quality Metrics
Correctness88.4%
Maintainability83.4%
Architecture84.2%
Performance83.2%
AI Usage36.4%
Skills & Technologies
Programming Languages
C++CMakeMarkdownPythonXMLYAML
Technical Skills
Build ManagementC++C++ DevelopmentCMakeCMake build systemCommand Line Interface (CLI) DevelopmentCommand-line Interface (CLI)ConcurrencyDocumentationGitHub ActionsLoggingMachine LearningModular programmingMuJoCoNeural Networks
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