Adversarial Attacks Against Reinforcement Learning-Based Portfolio Management Strategy

Keyphrases

• Learning-based 100%
• Reinforcement Learning 100%
• Portfolio Strategy 100%
• Adversarial Attack 100%
• Independent Evaluator 100%
• Attack Strategy 40%
• Deep Neural Network 40%
• Trading Agents 40%
• Fast Gradient Sign Method 40%
• Adversary 20%
• Trading Model 20%
• Portfolio Performance 20%
• Trading System 20%
• Algorithmic Trading 20%
• Automatic Trading Systems 20%
• Portfolio Values 20%
• Adversarial Agents 20%
• Unconventional Attacks 20%
• Adversarial Samples 20%

Computer Science

• Reinforcement Learning 100%
• Portfolio Management 100%
• Adversarial Machine Learning 100%
• Deep Neural Network 50%
• Trading System 50%
• Neural Network Model 25%
• Relative Performance 25%
• Relative Value 25%