LLM-Based Routing in Mixture of Experts: A Novel Framework for Trading
Paper
• 2501.09636 • Published
LLM-Trading
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INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
Paper • 2412.18174 • Published • 1Note Read
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
Paper • 2502.11433 • Published • 36Note Read
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Revisiting Ensemble Methods for Stock Trading and Crypto Trading Tasks at ACM ICAIF FinRL Contest 2023-2024
Paper • 2501.10709 • Published • 1 -
A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market
Paper • 2412.18563 • Published -
Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization
Paper • 2502.00828 • Published
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
Paper • 2311.13743 • Published • 1Note Read
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A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
Paper • 2402.18485 • Published • 1
Retrieval-augmented Large Language Models for Financial Time Series Forecasting
Paper • 2502.05878 • Published • 40Note Read