Deep Reinforcement Learning for Optimal Investment and Saving Strategy Selection in Heterogeneous Profiles: Intelligent Agents working towards retirement.
Fatih OzhamaratliPaolo BaruccaPublished in: CoRR (2022)
Keyphrases
- intelligent agents
- reinforcement learning
- multi agent
- selection strategy
- agent architecture
- optimal strategy
- multi agent systems
- intelligent systems
- building intelligent
- control policy
- distributed environment
- software agents
- artificial intelligence
- long run
- dynamic programming
- selection strategies
- distributed artificial intelligence
- agent systems
- optimal control
- human users
- mental states
- artificial agents
- agent interactions
- intelligent software agents
- reinforcement learning algorithms
- function approximation
- optimal solution
- learning algorithm
- temporal difference
- markov decision processes
- privacy preserving
- user profiles
- average reward
- state space
- machine learning