AlphaDev
paper"Faster Sorting Algorithms Discovered Using Deep Reinforcement Learning." Used deep RL to discover novel sorting algorithms at the assembly instruction level. Achieved 70% speedup for short sequences.
The discovered algorithms were integrated into the LLVM C++ standard library — the first AI-discovered algorithm to enter a major standard library. Nature 2023. By Mankowitz, Michi et al. (DeepMind).
Paper
Venue: Nature 2023