@article{thinkspeakdecidelanguageaugmentedmultiag, title = {Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making}, author = {Heyang Ma and Qirui Mi and Qipeng Yang and Zijun Fan and Bo Li and Haifeng Zhang}, year = {2025}, eprint = {2511.12876}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.12876}, }