Simulation Evidence of Trust Calibration: Using POMDP with Signal Detection Theory to Adapt Agent Features for Optimised Task Outcome During Human-Agent Collaboration.
Sarita HerseJonathan VitaleMary-Anne WilliamsPublished in: Int. J. Soc. Robotics (2024)
Keyphrases
- multi agent
- feature extraction
- reinforcement learning
- signal detection theory
- decision making
- multiagent systems
- partially observable markov decision process
- virtual agents
- machine learning
- decision theoretic
- trust model
- open environments
- artificial agents
- partially observable
- belief state
- agent model
- finite state
- human users
- human subjects
- software agents
- autonomous agents
- mobile agents
- feature set
- computer vision