AlphaQuanter: An End-to-End Tool-Orchestrated Agentic Reinforcement Learning Framework for Stock Trading Paper • 2510.14264 • Published Oct 16 • 9
QTMRL: An Agent for Quantitative Trading Decision-Making Based on Multi-Indicator Guided Reinforcement Learning Paper • 2508.20467 • Published Aug 28
ATLAS: Adaptive Trading with LLM AgentS Through Dynamic Prompt Optimization and Multi-Agent Coordination Paper • 2510.15949 • Published Oct 10
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents Paper • 2510.11695 • Published Oct 13
MM-DREX: Multimodal-Driven Dynamic Routing of LLM Experts for Financial Trading Paper • 2509.05080 • Published Sep 5
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets? Paper • 2510.02209 • Published Oct 2 • 52
TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis Paper • 2508.17565 • Published Aug 25
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 • 14
ContestTrade: A Multi-Agent Trading System Based on Internal Contest Mechanism Paper • 2508.00554 • Published Aug 1