An LLM navigation agent encodes a coarse spatial map and multi-step plans in its activations, and reasoning shifts these representations from broad environment information to immediate action selection.
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A Behavioural and Representational Evaluation of Goal-Directedness in Language Model Agents
An LLM navigation agent encodes a coarse spatial map and multi-step plans in its activations, and reasoning shifts these representations from broad environment information to immediate action selection.