GUIDE evolves a structured playbook of natural-language decision rules across episodes to improve LLM performance on adversarial spacecraft interception tasks without weight updates.
Large language models as autonomous spacecraft operators in kerbal space program.Advances in Space Research, 76(6):3480–3497
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GUIDE: Guided Updates for In-context Decision Evolution in LLM-Driven Spacecraft Operations
GUIDE evolves a structured playbook of natural-language decision rules across episodes to improve LLM performance on adversarial spacecraft interception tasks without weight updates.