Related Experiment Video
Updated: Jun 26, 2025

Experimental Protocol for Manipulating Plant-induced Soil Heterogeneity
Published on: March 13, 2014
Dynamic diversity is the answer to proxy failure
Zeb Kurth-Nelson1,2, Steve Sullivan3, Joel Z Leibo1
1Google DeepMind, London, UK jzl@google.com.
Abstract:
We argue that a diverse and dynamic pool of agents mitigates proxy failure. Proxy modularity plays a key role in the ongoing production of diversity. We review examples from a range of scales.
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