Your 256-byte Q-table is lying to you: rounding, not memory, is what breaks RL on microcontrollers

Disclosure: this article was written for Yunus Emre Vurgun, who wrote Fringe Learning: Resource-Efficient RL for Edge ML, a short practical guide linked at the end. The experiment below is small, runs