Overview of Agent Architectures
Engineered Agents
- Subsumption Agents
Logic Based Agents
Planning/TLA
BDI
Cognitive Agents
Learning Agents
Review Lecture1A
Engineered Agents
Subsumption agents
Higher layers can override the inputs or outputs of lower layers
Gat: "By the common metric that speed equals intelligence, Subsumption appeared to be a major breakthrough."
Introduction to Planning representations
Three Layer Architectures
- Erann Gat
Cognitive agents
ACT-R / SOAR
BDI Agents
- See Wayne Wobcke's course
AIXI:
- Agent developed by Marcus Hutter at ANU
- Has strong performance guarantees in general environments
- Is provably not computable, and hence is a theoretical, not practical, system