Reinforcement Learning Breakthrough: AI Designs Faster Ways to Multiply Matrices

AlphaTensor is a DeepMind reinforcement learning system that treats matrix multiplication as a tensor decomposition game and searches for faster algorithms automatically. It improves on decades-old methods like Strassen’s algorithm and discovers new multiplication strategies for different matrix sizes, including GPU and TPU optimization.