Margin Trader: A Reinforcement Learning Framework for Portfolio Management with Margin and Constraints

Keyphrases

• Traders 100%
• Reinforcement Learning Framework 100%
• Portfolio Management 100%
• Margin Trading 33%
• Potential Gains 16%
• Maintenance Requirement 16%
• Risk Management 16%
• Reinforcement Learning 16%
• Sharpe Ratio 16%
• Market Conditions 16%
• Potential Risk 16%
• Diverse Markets 16%
• Short Selling 16%
• Profit Maximization 16%
• Trading Strategy 16%
• Individual Preferences 16%
• Stock Market 16%
• Individual Risk 16%
• Risk Tolerance 16%
• Deep Reinforcement Learning Algorithm 16%
• Adaptive Reinforcement Learning 16%
• Hedging Risk 16%
• Strategy Risk 16%
• Bullish Market 16%
• Equity Allocation 16%
• Trading Environment 16%
• Detection Module 16%
• Bearish Market 16%
• Short Position 16%
• Long Positions 16%
• Margin Ratio 16%
• Profit Risk 16%

Economics, Econometrics and Finance

• Portfolio Selection 100%
• Risk Management 50%
• Profit Maximization 50%
• Deep Reinforcement Learning 50%