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Same Physics, Different Gradients: A State-of-the-Art Report on Differentiable Physics Simulation

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This paper presents a comprehensive report on differentiable physics simulation, separating the literature's conflated questions about which mathematical object is differentiated and how the backward pass is organized.

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11/10
  1. arXiv Robotics — research abstractsSignal
    Same Physics, Different Gradients: A State-of-the-Art Report on Differentiable Physics Simulation

    This paper presents a comprehensive report on differentiable physics simulation, separating the literature's conflated questions about which mathematical object is differentiated and how the backward pass is organized.

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