Application of Features and Neural Network to Enhance the Performance of Deep Reinforcement Learning in Portfolio Management

Computer Science

• Deep Reinforcement Learning 100%
• Application 100%
• Neural Network 100%
• Portfolio Management 100%
• Digital Currency 66%
• Algorithms 33%
• Convolutional Neural Network 33%
• Artificial Intelligence 33%
• Return on Investment 33%
• Reinforcement Learning 33%
• Financial Asset 33%
• Transaction Data 33%
• External Feature 33%
• Computer 33%
• Decision-Making 33%
• Moving Average 33%
• Internal Feature 33%

Economics, Econometrics and Finance

• Learning 100%
• Portfolio Selection 100%
• Price 75%
• Return 50%
• Investment Strategies 50%
• Currency 25%
• Volatility 25%
• Market Value 25%
• Foreign Exchange Market 25%
• Smoothing Technique 25%
• Return on Investment 25%
• Labour 25%