Uncertainty Aware Decision Making

Risk-Aware Decision Policies for Agents Under Noisy Perception

Researchers presented an Artificial Life model of foraging under noisy perception, comparing agent performance with various policies that account for noisy predictions. They found that blindly trusting perceptual labels leads to catastrophic failure, while uncertainty-awa…