Signal or Noise in Multi-Agent LLM-based Stock Recommendations?
Fuente:
arXiv
Saved in:
| Main Authors: | Fatouros, George, Metaxas, Kostas |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MarketSenseAI 2.0: Enhancing Stock Analysis through LLM Agents
by: Fatouros, George, et al.
Published: (2025)
by: Fatouros, George, et al.
Published: (2025)
Insuring Every Action: An Authority Frontier Framework for Runtime Actuarial Control of Autonomous AI Agents
by: Chen, Hao-Hsuan
Published: (2026)
by: Chen, Hao-Hsuan
Published: (2026)
The Self Driving Portfolio: Agentic Architecture for Institutional Asset Management
by: Ang, Andrew, et al.
Published: (2026)
by: Ang, Andrew, et al.
Published: (2026)
Building crypto portfolios with agentic AI
by: Castelli, Antonino, et al.
Published: (2025)
by: Castelli, Antonino, et al.
Published: (2025)
ValueBlindBench: Agreement-Gated Stress Testing of LLM-Judged Investment Rationales Before Returns Are Observable
by: Chang, Sidi, et al.
Published: (2026)
by: Chang, Sidi, et al.
Published: (2026)
Foresight Arena: An On-Chain Benchmark for Evaluating AI Forecasting Agents
by: Nechepurenko, Maksym, et al.
Published: (2026)
by: Nechepurenko, Maksym, et al.
Published: (2026)
Regime-Based Portfolio Allocation Using Hidden Markov Models and Reinforcement Learning
by: Verma, Ajay Kumar, et al.
Published: (2026)
by: Verma, Ajay Kumar, et al.
Published: (2026)
Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection
by: Fatouros, Georgios, et al.
Published: (2024)
by: Fatouros, Georgios, et al.
Published: (2024)
Coopetition-Gym v1: A Formally Grounded Platform for Mixed-Motive Multi-Agent Reinforcement Learning under Strategic Coopetition
by: Pant, Vik, et al.
Published: (2026)
by: Pant, Vik, et al.
Published: (2026)
EMPATHIA: Multi-Faceted Human-AI Collaboration for Refugee Integration
by: Barhdadi, Mohamed Rayan, et al.
Published: (2025)
by: Barhdadi, Mohamed Rayan, et al.
Published: (2025)
Tweet Influence on Market Trends: Analyzing the Impact of Social Media Sentiment on Biotech Stocks
by: Avila, C. Sarai R.
Published: (2024)
by: Avila, C. Sarai R.
Published: (2024)
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders
by: Yang, Xuwei, et al.
Published: (2025)
by: Yang, Xuwei, et al.
Published: (2025)
Utility-Weighted Forecasting and Calibration for Risk-Adjusted Decisions under Trading Frictions
by: Wright, Craig S
Published: (2026)
by: Wright, Craig S
Published: (2026)
Emergent Coordination in Multi-Agent Systems via Pressure Fields and Temporal Decay
by: Rodriguez, Roland
Published: (2026)
by: Rodriguez, Roland
Published: (2026)
NeuroState-Bench: A Human-Calibrated Benchmark for Commitment Integrity in LLM Agent Profiles
by: Jia, Xiao
Published: (2026)
by: Jia, Xiao
Published: (2026)
Adaptive Minds: Empowering Agents with LoRA-as-Tools
by: Shekar, Pavan C, et al.
Published: (2025)
by: Shekar, Pavan C, et al.
Published: (2025)
Deep Learning Forecasting of the U.S. Aggregate Bond Index
by: Verma, Ajay Kumar, et al.
Published: (2026)
by: Verma, Ajay Kumar, et al.
Published: (2026)
Sharpening Shapley Allocation: from Basel 2.5 to FRTB
by: Scaringi, Marco, et al.
Published: (2025)
by: Scaringi, Marco, et al.
Published: (2025)
Reinforcement Learning for Portfolio Optimization with a Financial Goal and Defined Time Horizons
by: Leukam, Fermat, et al.
Published: (2025)
by: Leukam, Fermat, et al.
Published: (2025)
Integration of LSTM Networks in Random Forest Algorithms for Stock Market Trading Predictions
by: King, Juan C., et al.
Published: (2025)
by: King, Juan C., et al.
Published: (2025)
Temporal-Aligned Meta-Learning for Risk Management: A Stacking Approach for Multi-Source Credit Scoring
by: Didkovskyi, O., et al.
Published: (2026)
by: Didkovskyi, O., et al.
Published: (2026)
CyberAId: AI-Driven Cybersecurity for Financial Service Providers
by: Fatouros, George, et al.
Published: (2026)
by: Fatouros, George, et al.
Published: (2026)
RCProb: Probabilistic Rule Extraction for Efficient Simplification of Tree Ensembles
by: Obregon, Josue
Published: (2026)
by: Obregon, Josue
Published: (2026)
Generating Realistic Safety-Critical Scenarios for Vehicle-Pedestrian Interactions
by: Pu, Qingwen, et al.
Published: (2026)
by: Pu, Qingwen, et al.
Published: (2026)
From Data Acquisition to Lag Modeling: Quantitative Exploration of A-Share Market with Low-Coupling System Design
by: Fang, Jianyong, et al.
Published: (2025)
by: Fang, Jianyong, et al.
Published: (2025)
Real-Time Anomaly Detection with Synthetic Anomaly Monitoring (SAM)
by: Luzio, Emanuele, et al.
Published: (2025)
by: Luzio, Emanuele, et al.
Published: (2025)
A Risk-Neutral Neural Operator for Arbitrage-Free SPX-VIX Term Structures
by: Zhang, Jian'an
Published: (2025)
by: Zhang, Jian'an
Published: (2025)
Memory-Augmented State Machine Prompting: A Novel LLM Agent Framework for Real-Time Strategy Games
by: Qi, Runnan, et al.
Published: (2025)
by: Qi, Runnan, et al.
Published: (2025)
A Structural Threshold in Decision Capacity Governs Collapse in Self-Play Reinforcement Learning
by: Kujur, Arahan
Published: (2026)
by: Kujur, Arahan
Published: (2026)
DUCTILE: Agentic LLM Orchestration of Engineering Analysis in Product Development Practice
by: Pradas-Gomez, Alejandro, et al.
Published: (2026)
by: Pradas-Gomez, Alejandro, et al.
Published: (2026)
ClauseLens: Clause-Grounded, CVaR-Constrained Reinforcement Learning for Trustworthy Reinsurance Pricing
by: Dong, Stella C., et al.
Published: (2025)
by: Dong, Stella C., et al.
Published: (2025)
Explainable Artificial Intelligence Credit Risk Assessment using Machine Learning
by: Shreya, et al.
Published: (2025)
by: Shreya, et al.
Published: (2025)
Coordination as an Architectural Layer for LLM-Based Multi-Agent Systems
by: Nechepurenko, Maksym, et al.
Published: (2026)
by: Nechepurenko, Maksym, et al.
Published: (2026)
Longitudinal review of portfolios with minimum variance approach before during and after the pandemic
by: Ossa, Genjis A., et al.
Published: (2025)
by: Ossa, Genjis A., et al.
Published: (2025)
Complementary Characterization of Agent-Based Models via Computational Mechanics and Diffusion Models
by: Garrone, Roberto
Published: (2025)
by: Garrone, Roberto
Published: (2025)
Copula Analysis of Risk: A Multivariate Risk Analysis for VaR and CoVaR using Copulas and DCC-GARCH
by: Singh, Aryan, et al.
Published: (2025)
by: Singh, Aryan, et al.
Published: (2025)
Can We Trust AI-Inferred User States. A Psychometric Framework for Validating the Reliability of Users States Classification by LLMs in Operational Environments
by: Krzeminska, Izabella, et al.
Published: (2026)
by: Krzeminska, Izabella, et al.
Published: (2026)
TianJi:An autonomous AI meteorologist for discovering physical mechanisms in atmospheric science
by: Zhang, Kaikai, et al.
Published: (2026)
by: Zhang, Kaikai, et al.
Published: (2026)
End-to-End Large Portfolio Optimization for Variance Minimization with Neural Networks through Covariance Cleaning
by: Bongiorno, Christian, et al.
Published: (2025)
by: Bongiorno, Christian, et al.
Published: (2025)
Predicting Time Pressure of Powered Two-Wheeler Riders for Proactive Safety Interventions
by: Shevtekar, Sumit S., et al.
Published: (2026)
by: Shevtekar, Sumit S., et al.
Published: (2026)
Similar Items
-
MarketSenseAI 2.0: Enhancing Stock Analysis through LLM Agents
by: Fatouros, George, et al.
Published: (2025) -
Insuring Every Action: An Authority Frontier Framework for Runtime Actuarial Control of Autonomous AI Agents
by: Chen, Hao-Hsuan
Published: (2026) -
The Self Driving Portfolio: Agentic Architecture for Institutional Asset Management
by: Ang, Andrew, et al.
Published: (2026) -
Building crypto portfolios with agentic AI
by: Castelli, Antonino, et al.
Published: (2025) -
ValueBlindBench: Agreement-Gated Stress Testing of LLM-Judged Investment Rationales Before Returns Are Observable
by: Chang, Sidi, et al.
Published: (2026)