Neural Renderer

A technique that uses neural networks to generate images from structured representations of a scene, such as object positions, geometric parameters and material properties, in contrast to conventional hand-crafted rendering based on graphics pipelines. In reinforcement learning it can serve as a differentiable generator of visual observations. "Shared" means multiple worlds use the same rendering network, learning a general mapping from structured conditions to images.