Standards & reference collections

Research

Awesome VLA Data Collection Synthesis Curation collects methods and resources for preparing VLA robot data.

Research

Awesome VLA RL organizes research combining vision-language-action models and reinforcement learning.

Research

Awesome VLA Study provides a structured reading path through VLA foundations, robot models and training methods.

Research

Awesome VLM based VLA for Robotic Manipulation collects VLA models built on large vision-language models.

Research

Awesome World Models by DifractAI collects world-model research for embodied AI.

Research

Awesome World Model for Robotics Papers

Research

Awesome World Models by knightnemo collects world-modeling research and introductory resources.

Research

Deep Reinforcement Learning Survey collects introductory notes and resources on deep reinforcement learning.

Research

A community resource collection connecting embodied AI papers, projects, courses, tools and datasets.

Research

Overview about state-of-art imitation learning techniques for robotic manipulation, enabling generalization across diverse tasks and environments.

Research

Companion repository for "Evolution of Humanoid Locomotion Control" in Science Robotics (2026)

Research

Research papers, projects and learning references for humanoid motion intelligence.

Open source

Paper collection on humanoid robot intelligence and skills.

Research

Project page for robotic imitation learning through trajectory standardization.

Research

List of Robot Electronics collects electronic modules, motor drivers, actuators and other robot hardware resources.

Research

Research description and references for the Motus2 dexterous manipulation world-model project; implementation release is not established.

Research

This API Evangelist repository is an independent profile of Neuracore's robot-skill API surface.

Open source

Project page for a neuroscience-inspired framework for embodied agents.

Research

Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.

Research

Physical AI Atlas Data catalogs physical-AI models, hardware, platforms, labs and companies.

Research

Research briefings on physical AI, robot learning and industrial deployment.

Open source

Physical AI skills for coding agents, with field-tested robotics guidance, the robium-ai CLI, and a learning engine.

Open source

RoboScholar: A Comprehensive Paper List of Embodied AI and Robotics Research

Open source

76 audit-ready Claude skills automating the industrial robot, cobot, AMR, ROS2, V&V, AI/ML, and IEC 62443 lifecycle. 38 builder + reviewer pairs anchored to ISO 10218, 13849, 62061, 12100, 9283…