Dynamics of Learning & Distributed Adaptation
1. Memorize: store history
- Pattern discovery: Beyond pattern recognition, which assumes a fixed palette of objects to detect
- Design methodology based on sound principles of learning
- Metrics for cooperation (or lack thereof) in large-scale systems
- Predictive theory of agent learning
- Quantify structure in environment
- Quantify agent modeling capacity
- Monitor the emergence of cooperation in agent collectives