explainable-ai
2 published articles
AI3 min read
Explainable AI
The knob no one wanted to turn: dtControl2+ε lets you sacrifice optimality for clarity
A new extension to dtControl2 allows engineers to trade a precise amount of performance for smaller, more understandable decision trees. The tool, dtControl2+ε, guarantees ε-optimality while pruning trees to orders of magnitude fewer nodes.
2026-08-05
Labs & ResearchFeatured1 min read
Research
Explainable RL takes on air traffic control, one saliency map at a time
A team of researchers applies explainable RL to air traffic control, training an agent to avoid no-fly zones and using saliency maps to reveal its reasoning. The work is a preliminary step toward trust in high-stakes AI.
2026-07-27