Embracing advanced AI/ML to help investors achieve success: Vanguard Reinforcement Learning for Financial Goal Planning.
Shareefuddin MohammedRusty BealerJason CohenPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- stock market
- artificial intelligence
- financial markets
- planning systems
- highly successful
- markov decision processes
- ai planning
- action selection
- automated planning
- maximum likelihood
- web intelligence
- partially observable
- portfolio management
- state space
- function approximation
- areas of artificial intelligence
- machine learning
- case based reasoning
- motion planning
- planning problems
- complex domains
- domain independent
- return on investment
- expert systems
- multi agent
- learning algorithm