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Controlling Large Language Model Agents with Entropic Activation Steering

Large language model agents often exhibit overconfidence, resulting in inadequately explorative behavior. The introduction of Entropic Activation Steering (EAST) aims to increase an LLM agent’s uncertainty in actions, promoting more explorative behavior. EAST modifies the subjective uncertainty of LLM agents, providing insights into controlling how these agents represent uncertainty about their decisions.

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