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  • title: Emergent deception and skepticism via theory of mind
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            Emergent deception and skepticism via theory of mind
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            Emergent deception and skepticism via theory of mind

            Jul 28, 2023

            Speakers

            LS

            Lion Schulz

            Speaker · 0 followers

            NA

            Nitay Alon

            Speaker · 0 followers

            JR

            Jeffrey Rosenschein

            Speaker · 0 followers

            About

            In complex situations involving communication, agents might attempt to mask their intentions, exploiting Shannon's theory of information as a theory of misinformation. Here, we introduce and analyze a simple multiagent reinforcement learning task where a buyer sends signals to a seller via its actions, and in which both agents are endowed with a recursive theory of mind. We show that this theory of mind, coupled with pure reward-maximization, gives rise to agents that selectively distort message…

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            I2

            ICML 2023

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