Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL.
Baihan LinGuillermo A. CecchiDjallel BouneffoufJenna M. ReinenIrina RishPublished in: CoRR (2020)
Keyphrases
- multi agent
- multi agent systems
- agent interactions
- cooperative
- agent teams
- reinforcement learning
- complex systems
- computational models
- stochastic systems
- contextual information
- resource allocation
- human subjects
- multiple agents
- artificial agents
- learning agents
- personality types
- personality traits
- agent behavior
- human decision making
- stochastic models
- single agent
- model free
- mobile agents
- state space
- probabilistic model
- lower bound
- objective function