: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning.
Feng XuYan YinXinyu ZhangTianyuan LiuShengyi JiangZongzhang ZhangPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- function approximation
- learning algorithm
- temporal difference
- model free
- automatically discovering
- logical reasoning
- reinforcement learning algorithms
- markov decision processes
- optimal policy
- state space
- supervised learning
- action selection
- dynamic programming
- deep learning
- information systems
- real time
- database systems
- learning capabilities
- logical structure
- automatically extracting
- temporal difference learning
- policy search
- logical representation
- machine learning