mbreuss/diffusion-literature-for-robotics
Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.
This resource helps robotics engineers, researchers, and students understand and apply diffusion models for advanced robot control and learning. It provides curated learning materials on diffusion models and a comprehensive, categorized list of academic papers and code implementations that specifically apply diffusion models to robotics tasks. You can quickly find relevant research and tools to enhance your robot's capabilities, from imitation learning to tactile sensing.
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Use this if you are a robotics professional or researcher looking to explore or implement diffusion models for robot control, planning, or sensing and need a curated starting point for literature and code.
Not ideal if you are a general machine learning practitioner interested in diffusion models for non-robotics applications, such as image generation or natural language processing.
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