Exactly!

Congratulations dear @amoorelouise.bsky.social and so happy to be part of the team!

Camera-ready paper will be available soon!

#AI #MachineLearning #Surprise #AutonomousSystems #ResearchInnovation

(7/7)

A SAS experiences a Surprise when it detects that its assumed impacts don't match what's observed during execution. Instead of sticking to outdated assumptions, the system learns and adapts, enabling better-informed decisions and optimal performance—even in the face of unexpected changes.
(6/n)

💡 In our paper, "Surprise! Surprise! Learn and Adapt," we keep exploring the relevance of the concept of Surprise in self-adaptive systems.

(5/n)

Self-adaptive systems are designed to make decisions under uncertainty, balancing trade-offs between quality attributes based on the expected impact of their adaptation actions. But here's the twist: what if those assumptions change over time or deviate from reality? (4/n)