Yuanguo Lin

Trend-Heuristic Reinforcement Learning Framework for News-Oriented Stock Portfolio Management

Recent studies have shown that reinforcement learning (RL) methods have brought significant performance gains for stock portfolio management (PM) because they effectively utilize historical price information and directly generate portfolio weights. We found, however, that there is still great room f…