Global Optimization
- Black-Box optimization
- Evolutionary optimization
- Continuous optimization
- Combinatorial optimization
Decisions Making under uncertainty
- Reinforcement learning
- Monte-Carlo Tree Search
- Nested Monte-Carlo Search
- Nested Rollout Policy Adaptation
Applications
- Computer games (Go, Havannah, Hex, Breakthrough, Chess ..)
- Partial information
- Traveling Salesman Problem with Times Windows
- Real-world applications