AleRiccardi/game-ai-course

A list of exercises for the Game AI course.

Game AI course

A list of exercises for the Game AI course.

Assignment 10

Links:

• Sheet
• Code

Contents:

• K-Medoids clustering
• Spectral clustering

Assignment 11

Links:

• Sheet
• Code

Contents:

• Self Organizing Map

Assignment 14

Links:

• Sheet
• Code

Contents:

• Markov Chain
• Evolution of a Markov process

Assignment 15

Links:

• Sheet
• Code

Contents:

• Estimation of Markov Chain

Assignment 16

Links:

• Sheet
• Sheet

Contents:

• Likelihood of future events

Assignment 17

Links:

• Sheet
• Sheet

Contents:

• SOMs of peculiar topology
• SOM batch training

Self Test 1

Links:

• Sheet
• Code

Contents:

• Inference with Markov models
• Sampling a Markov model
• Learning a Markov model
• Stationary distribution a Markov model

Self Test 2

Links:

• Sheet
• Code

Contents:

• Fitting a self organizing map to in-game data
• Action primitives from in-game data