If your job is to attract an agent that is playing a careful balance between exploration and exploitation, while on tight computational budget, then you want to attract them with some initial hooks (e.g. bright colors) and appease their computational risk assessment module with high compressibility (e.g. symmetries and self-similar patterns).
https://arxiv.org/abs/0812.4360