# RLE-Bench: A Qualifying Exam for Coding Agents as Robot Learning Engineers > Source: > Published: 2026-10-02 16:00:09+00:00 Coding agents are beginning to move beyond purely digital tasks to tackle physical-world challenges, particularly in robotics. Existing robotics benchmarks, however, primarily focus on the performance of individual artifacts, such as policies or controllers, offering limited coverage of coding agent