Gul nawaz

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upvoted 2 papers 1 day ago

TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents

Paper • 2505.13291 • Published May 19, 2025 • 3

TimeSeriesScientist: A General-Purpose AI Agent for Time Series Analysis

Paper • 2510.01538 • Published Oct 2, 2025 • 8

upvoted 18 papers 2 days ago

Revisiting Ensemble Methods for Stock Trading and Crypto Trading Tasks at ACM ICAIF FinRL Contest 2023-2024

Paper • 2501.10709 • Published Jan 18, 2025 • 2

Language Model Guided Reinforcement Learning in Quantitative Trading

Paper • 2508.02366 • Published Aug 4, 2025 • 1

TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis

Paper • 2508.17565 • Published Aug 25, 2025 • 1

TradingAgents: Multi-Agents LLM Financial Trading Framework

Paper • 2412.20138 • Published Dec 28, 2024 • 19

Trading-R1: Financial Trading with LLM Reasoning via Reinforcement Learning

Paper • 2509.11420 • Published Sep 14, 2025 • 3

Reinforcement-Learning Portfolio Allocation with Dynamic Embedding of Market Information

Paper • 2501.17992 • Published Jan 29, 2025 • 1

Kronos: A Foundation Model for the Language of Financial Markets

Paper • 2508.02739 • Published Aug 2, 2025 • 5

AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets

Paper • 2512.10971 • Published Dec 1, 2025 • 4

Neural Network-Based Algorithmic Trading Systems: Multi-Timeframe Analysis and High-Frequency Execution in Cryptocurrency Markets

Paper • 2508.02356 • Published Aug 4, 2025 • 1

Quantitative Risk Management in Volatile Markets with an Expectile-Based Framework for the FTSE Index

Paper • 2507.13391 • Published Jul 16, 2025 • 6

TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets

Paper • 2502.01506 • Published Feb 3, 2025 • 39

Simulating Financial Market via Large Language Model based Agents

Paper • 2406.19966 • Published Jun 28, 2024 • 1

An Evaluation of Deep Learning Models for Stock Market Trend Prediction

Paper • 2408.12408 • Published Aug 22, 2024 • 1

Binary Tree Option Pricing Under Market Microstructure Effects: A Random Forest Approach

Paper • 2507.16701 • Published Jul 22, 2025 • 1

FinMarBa: A Market-Informed Dataset for Financial Sentiment Classification

Paper • 2507.22932 • Published Jul 24, 2025 • 1

Enhancing Financial Market Predictions: Causality-Driven Feature Selection

Paper • 2408.01005 • Published Aug 2, 2024 • 2

Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework

Paper • 2502.16023 • Published Feb 22, 2025 • 2

Limit Order Book Dynamics in Matching Markets:Microstructure, Spread, and Execution Slippage

Paper • 2511.20606 • Published Nov 25, 2025 • 2