Predictive Market Making via Machine Learning

Business & Economics

• Machine Learning 100%
• Market Making 97%
• Reinforcement Learning 48%
• Liquidity 15%
• Stock Market 13%
• Exchange Traded Funds 12%
• Backtesting 12%
• Neural Networks 11%
• Equity Returns 10%
• Predictors 10%
• Reward 9%
• Market Price 8%
• Bid 8%
• Prediction 7%
• Stock Prices 7%
• Benchmark 7%

Mathematics

• Machine Learning 83%
• Market 76%
• Reinforcement Learning 32%
• Liquidity 17%
• Movement 16%
• Equity 7%
• Stock Prices 7%
• Stock Market 7%
• Reward 6%
• Benchmark 5%
• Neural Networks 5%
• Predict 5%
• Predictors 5%
• Prediction 4%
• Concepts 2%

Engineering & Materials Science

• Reinforcement learning 76%
• Machine learning 55%
• Financial markets 22%
• Deep neural networks 18%