TradeWar: A Benchmark for Execution-Grounded Trade Negotiation with Adaptive LLM Agents
TACTIC (Trade-aware Adaptive Consolidation and Theory-of-mind for International Commerce), an agent that iteratively refines its negotiation strategy across episodes-without updating base LLM weights-by leveraging prior experience, opponent behavior, and past settlement outcomes is proposed.
Xiang-Yu Kong, Rui Yang, Xiao-Ou Hou
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