Fabian Kresse

Differentiable Weightless Controllers: Learning Logic Circuits for Continuous Control

Controlling autonomous systems under real-world conditions often requires policies that can be evaluated with low latency and low energy requirements. Unfortunately, these conditions are at odds with the use of high-precision deep networks as controllers. In this work, we introduce Differentiable We…