Cloning strategies from trading records using agent-based reinforcement learning algorithm

Keyphrases

• Reinforcement Learning 100%
• Trading Strategy 100%
• Trading Decisions 100%
• Reinforcement Learning Algorithm 100%
• Cloning Strategy 100%
• Multi-agent Reinforcement Learning 100%
• Dynamically Adjust 50%
• Supervised Learning 50%
• System Parameters 50%
• Markov Decision Process 50%
• Decision Logic 50%
• Training Model 50%
• Highly Dynamic Environment 50%
• Model Updating 50%
• Learning Components 50%
• Financial Domain 50%
• Investment Decision-making 50%
• State Action 50%
• Expert Knowledge 50%
• Financial Time Series Data 50%
• Reinforcement Learning Agent 50%
• Financial Applications 50%
• Reinforcement Learning System 50%
• Advanced Strategies 50%
• Policy Gradient Method 50%
• Policy Networks 50%

Computer Science

• Reinforcement Learning 100%
• Decision-Making 40%
• Experimental Result 20%
• Financial Time 20%
• Dynamic Environment 20%
• Time Series Data 20%
• Supervised Learning 20%
• System Parameter 20%
• Learning Agent 20%
• Gradient Method 20%
• Markov Decision Process 20%
• Learning Component 20%
• Expert Knowledge 20%
• Learning System 20%
• Pre-Trained Model 20%