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Learning to cooperate, compete, and communicate

OpenAI 2017-06-08 15:00 1 阅读 查看原文

多智能体环境:通往AGI的垫脚石

Multiagent environments where agents compete for resources are stepping stones on the path to AGI.

Multiagent environments have two useful properties: first, there is a natural curriculum—the difficulty of the environment is determined by the skill of your competitors (and if you’re competing against clones of yourself, the environment exactly matches your skill level). Second, a multiagent environment has no stable equilibrium: no matter how smart an agent is, there’s always pressure to get smarter.

These environments have a very different feel from traditional environments, and it’ll take a lot more research before we become good at them.