The paper delivers a taxonomy of seven LLM study types in software engineering along with eight guidelines that separate mandatory requirements from recommended practices to address reproducibility challenges.
A heuristic task allocation metho d based on overlapping coalition formation game for heterogeneous U AVs,
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A transformer-based soft actor-critic RL policy guides overlapping coalition updates in a potential game for heterogeneous AAV task allocation, yielding 39.76% lower generalized logistics cost than heuristic baselines in 32-AAV/80-task simulations.
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Heterogeneous AAV Logistics Task Allocation: A Reinforcement Learning Enhanced Overlapping Coalition Formation Game Approach
A transformer-based soft actor-critic RL policy guides overlapping coalition updates in a potential game for heterogeneous AAV task allocation, yielding 39.76% lower generalized logistics cost than heuristic baselines in 32-AAV/80-task simulations.