A Deep Deterministic Policy Gradient-based Strategy for Stocks Portfolio Management

Social Sciences

• Policy 100%
• Performance 100%
• Portfolio Management 100%
• Volatility 66%
• Learning 66%
• Neural Network 66%
• Research 33%
• Economic and Social Development 33%
• Technology 33%
• Attention 33%
• Computers 33%
• Algorithms 33%
• Novels 33%
• Transaction Cost 33%
• USA 33%
• Short-Term Memory 33%
• Reinforcement 33%
• Strategy Management 33%

Computer Science

• Portfolio Management 100%
• Long Short-Term Memory Network 50%
• Machine Learning Algorithm 50%
• Learning Framework 50%
• Reinforcement Learning 50%
• Performance Computer 50%

Economics, Econometrics and Finance

• Stock 100%
• Portfolio Selection 100%
• Return 50%
• Learning 25%
• Machine Learning 25%
• Transaction Costs 25%
• Second Best 25%