RoboPianist is a benchmark for high-dimensional control that uses deep RL to train dual Shadow hands to play piano with precision. It provides simulation environments, RL training infrastructure, MIDI datasets, and evaluation tasks in MuJoCo. The project enables research into bimanual dexterity, contact-rich manipulation, and coordination planning.