Efficient Communication Emerges via Reinforcement Learning of Approximate and Exact Numeral Systems

Reinforcement learning mechanisms can learn efficient communication schemes for conveying numeral concepts, producing artificial numeral systems that are near-optimal and similar in structure to human numeral systems.