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Qipeng Yang

2 accepted papers

2026

Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making

AAAI 2026technical

Economic decision‑making depends not only on structured signals—such as prices and taxes—but also on unstructured language, including peer dialogue and media narratives. While multi‑agent reinforcement learning (MARL) has shown promise in optimizing economic decisions, it struggles with the semantic

Cited by 0SourcePDFScholar
2025

EconGym: A Scalable AI Testbed with Diverse Economic Tasks

NeurIPS 2025poster

Artificial intelligence (AI) has become a powerful tool for economic research, enabling large-scale simulation and policy optimization. However, applying AI effectively requires simulation platforms for scalable training and evaluation—yet existing environments remain limited to simplified, narrowly…

Cited by 0SourceScholar