Reinforcement Learning and optimisation
RL algorithms
- Dynamic programming
- Q-learning
Optimisation algorithms
- Introduction to nonlinear optimisation
Linear optimisation
Local optimisation - Nonlinear optimisation
- Simplex Algorithm
- Gradient descent algorithm
- SQP convex optimisation
Metaheuristics
Complete searches
- Genetic Algorithms
- Particle swarm optimisation
- Differential evolution
- Interval Analysis
- aBB global optimisation