FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design Paper • 2311.13743 • Published Nov 23, 2023 • 1
QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading Paper • 2509.09995 • Published Sep 12 • 14
TradingAgents: Multi-Agents LLM Financial Trading Framework Paper • 2412.20138 • Published Dec 28, 2024 • 1
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs Paper • 2509.09677 • Published Sep 11 • 33
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Paper • 2509.08755 • Published Sep 10 • 56