Avik's Blog

Learning to Drive by Differentiating through Scenes

differentiable-programming
autonomous-driving

Building differentiable renderers enables using differentiable programming to train agents for navigating through simulations. In this post, we explore a differentiable self-driving car environment and demonstrate learning policies without relying on reinforcement learning.

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Avik’s Blog