Q-A3C2: Quantum Reinforcement Learning with Time-Series Dynamic Clustering for Adaptive ETF Stock Selection
Fuente:
arXiv
Guardado en:
| Autores principales: | Liu, Yen-Ku, Tsai, Yun-Cheng, Chen, Samuel Yen-Chi |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions
por: Liu, Yen-Ku, et al.
Publicado: (2025)
por: Liu, Yen-Ku, et al.
Publicado: (2025)
Quantum-Enhanced Temporal Embeddings via a Hybrid Seq2Seq Architecture
por: Hsieh, Tien-Ching, et al.
Publicado: (2026)
por: Hsieh, Tien-Ching, et al.
Publicado: (2026)
Batched Training for QLSTM vs. QFWP: A System-Oriented Approach to EPC-Aware RMSE-DA
por: Chen, Jun-Hao, et al.
Publicado: (2025)
por: Chen, Jun-Hao, et al.
Publicado: (2025)
Quality-Driven Agentic Reasoning for LLM-Assisted Software Design: Questions-of-Thoughts (QoT) as a Time-Series Self-QA Chain
por: Liu, Yen-Ku, et al.
Publicado: (2026)
por: Liu, Yen-Ku, et al.
Publicado: (2026)
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights
por: Zhu, Enmin, et al.
Publicado: (2024)
por: Zhu, Enmin, et al.
Publicado: (2024)
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles
por: Park, Junghoon Justin, et al.
Publicado: (2025)
por: Park, Junghoon Justin, et al.
Publicado: (2025)
StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction
por: Wang, Shengkun, et al.
Publicado: (2024)
por: Wang, Shengkun, et al.
Publicado: (2024)
Pre-training Time Series Models with Stock Data Customization
por: Wang, Mengyu, et al.
Publicado: (2025)
por: Wang, Mengyu, et al.
Publicado: (2025)
Enhancing Interpretability of Quantum-Assisted Blockchain Clustering via AI Agent-Based Qualitative Analysis
por: Tsai, Yun-Cheng, et al.
Publicado: (2025)
por: Tsai, Yun-Cheng, et al.
Publicado: (2025)
Incremental Learning of Stock Trends via Meta-Learning with Dynamic Adaptation
por: Huang, Shiluo, et al.
Publicado: (2024)
por: Huang, Shiluo, et al.
Publicado: (2024)
Enhancing Portfolio Optimization with Transformer-GAN Integration: A Novel Approach in the Black-Litterman Framework
por: Zhu, Enmin, et al.
Publicado: (2024)
por: Zhu, Enmin, et al.
Publicado: (2024)
Resting-state fMRI Analysis using Quantum Time-series Transformer
por: Park, Junghoon Justin, et al.
Publicado: (2025)
por: Park, Junghoon Justin, et al.
Publicado: (2025)
MambaStock: Selective state space model for stock prediction
por: Shi, Zhuangwei
Publicado: (2024)
por: Shi, Zhuangwei
Publicado: (2024)
Stock Market Dynamics Through Deep Learning Context
por: Aminimehr, Amirhossein, et al.
Publicado: (2024)
por: Aminimehr, Amirhossein, et al.
Publicado: (2024)
AlphaQuanter: An End-to-End Tool-Augmented Agentic Reinforcement Learning Framework for Stock Trading
por: Deng, Zheye, et al.
Publicado: (2025)
por: Deng, Zheye, et al.
Publicado: (2025)
Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting
por: Thwal, Chu Myaet, et al.
Publicado: (2024)
por: Thwal, Chu Myaet, et al.
Publicado: (2024)
Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction
por: Zhu, Zhuohang, et al.
Publicado: (2025)
por: Zhu, Zhuohang, et al.
Publicado: (2025)
S$^{3}$G: Stock State Space Graph for Enhanced Stock Trend Prediction
por: Lu, Yao, et al.
Publicado: (2026)
por: Lu, Yao, et al.
Publicado: (2026)
Learning Explainable Stock Predictions with Tweets Using Mixture of Experts
por: Xu, Wenyan, et al.
Publicado: (2025)
por: Xu, Wenyan, et al.
Publicado: (2025)
InvariantStock: Learning Invariant Features for Mastering the Shifting Market
por: Cao, Haiyao, et al.
Publicado: (2024)
por: Cao, Haiyao, et al.
Publicado: (2024)
CSMD: Curated Multimodal Dataset for Chinese Stock Analysis
por: Liu, Yu, et al.
Publicado: (2025)
por: Liu, Yu, et al.
Publicado: (2025)
Transfer Learning in Financial Time Series with Gramian Angular Field
por: Long, Hou-Wan, et al.
Publicado: (2025)
por: Long, Hou-Wan, et al.
Publicado: (2025)
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU
por: Zhu, Peng, et al.
Publicado: (2024)
por: Zhu, Peng, et al.
Publicado: (2024)
Comparing Different Transformer Model Structures for Stock Prediction
por: Chen, Qizhao
Publicado: (2025)
por: Chen, Qizhao
Publicado: (2025)
Dynamic Hypergraph Representation Learning for Multivariate Time Series without Prior Knowledge
por: Gregnanin, Marco, et al.
Publicado: (2026)
por: Gregnanin, Marco, et al.
Publicado: (2026)
Algorithm Selection in Short-Range Molecular Dynamics Simulations
por: Newcome, Samuel James, et al.
Publicado: (2025)
por: Newcome, Samuel James, et al.
Publicado: (2025)
HypeR Adaptivity: Joint $hr$-Adaptive Meshing via Hypergraph Multi-Agent Deep Reinforcement Learning
por: Grillo, Niccolò, et al.
Publicado: (2025)
por: Grillo, Niccolò, et al.
Publicado: (2025)
Learning Temporal Patterns in Financial Time Series: A Comparative Study of Quantum LSTM and Quantum Reservoir Computing
por: Maheshwari, Danyal, et al.
Publicado: (2026)
por: Maheshwari, Danyal, et al.
Publicado: (2026)
The Multiple Time-Stepping Method for 3-Body Interactions in High Performance Molecular Dynamics Simulations
por: Martin, David, et al.
Publicado: (2025)
por: Martin, David, et al.
Publicado: (2025)
Time Series Stock Price Forecasting Based on Genetic Algorithm (GA)-Long Short-Term Memory Network (LSTM) Optimization
por: Sha, Xinye
Publicado: (2024)
por: Sha, Xinye
Publicado: (2024)
A Generative Adversarial Graph Neural Network for Synthetic Time Series Data
por: Gregnanin, Marco, et al.
Publicado: (2026)
por: Gregnanin, Marco, et al.
Publicado: (2026)
A Framework for Measuring How News Topics Drive Stock Movement
por: Chen, Qizhao
Publicado: (2025)
por: Chen, Qizhao
Publicado: (2025)
EXFormer: A Multi-Scale Trend-Aware Transformer with Dynamic Variable Selection for Foreign Exchange Returns Prediction
por: Liu, Dinggao, et al.
Publicado: (2025)
por: Liu, Dinggao, et al.
Publicado: (2025)
Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools
por: Zhang, Wentao, et al.
Publicado: (2023)
por: Zhang, Wentao, et al.
Publicado: (2023)
Application of an ANN and LSTM-based Ensemble Model for Stock Market Prediction
por: Liu, Fang, et al.
Publicado: (2024)
por: Liu, Fang, et al.
Publicado: (2024)
The Statistical Significance of the Inclusion of Graph Neural Networks in the Financial Time Series Forecasting Problem
por: Gregnanin, Marco, et al.
Publicado: (2026)
por: Gregnanin, Marco, et al.
Publicado: (2026)
FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction
por: Hu, Yifan, et al.
Publicado: (2025)
por: Hu, Yifan, et al.
Publicado: (2025)
FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis
por: Xu, Wenyan, et al.
Publicado: (2025)
por: Xu, Wenyan, et al.
Publicado: (2025)
Quantum Feature Optimization for Enhanced Clustering of Blockchain Transaction Data
por: Tsai, Yun-Cheng, et al.
Publicado: (2025)
por: Tsai, Yun-Cheng, et al.
Publicado: (2025)
Uncertainty-Driven Hierarchical Sampling for Unbalanced Continual Malware Detection with Time-Series Update-Based Retrieval
por: Xie, Yi, et al.
Publicado: (2025)
por: Xie, Yi, et al.
Publicado: (2025)
Ejemplares similares
-
Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions
por: Liu, Yen-Ku, et al.
Publicado: (2025) -
Quantum-Enhanced Temporal Embeddings via a Hybrid Seq2Seq Architecture
por: Hsieh, Tien-Ching, et al.
Publicado: (2026) -
Batched Training for QLSTM vs. QFWP: A System-Oriented Approach to EPC-Aware RMSE-DA
por: Chen, Jun-Hao, et al.
Publicado: (2025) -
Quality-Driven Agentic Reasoning for LLM-Assisted Software Design: Questions-of-Thoughts (QoT) as a Time-Series Self-QA Chain
por: Liu, Yen-Ku, et al.
Publicado: (2026) -
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights
por: Zhu, Enmin, et al.
Publicado: (2024)