EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents

arXiv:2609.17632v1 Announce Type: new Abstract: Large language model LLM trading agents can combine market data, news, and executable analysis, but their behavior is often controlled by static handwritten tooluse policies that are fixed before deployment.