Janus-Q: End-to-End Event-Driven Trading via Hierarchical-Gated Reward Modeling

Xiang Li, Zikai Wei, Yiyan Qi +6

Financial market movements are often driven by discrete financial events conveyed through news, whose impacts are heterogeneous, abrupt, and difficult to capture under purely numer…