Sumários

Learning in Games - Part 2 (online class)

25 novembro 2020, 15:00 • Pedro Alexandre Simões dos Santos

Decision Learning 

  • Types of Learning
  • Naive Bayes 
  • Decision Tree Learning 
  • Q-Learning
Case Studies
  • Learning BTs
  • Killer Instinct

Learning in Games - Part 1 (online class)

24 novembro 2020, 14:30 • Pedro Alexandre Simões dos Santos

Learning in Games

  • What it is and pitfalls
  • Parameter Learning
    • Hill Climbing and variants
    • Local beam Search
    • Genetic Algorithms
    • Fast Evolutionary MCTS
  • Action Prediction
    • N-Grams
    • Hierarchical N-Grams

Learning in Games - Part 1 (online class)

24 novembro 2020, 14:30 • Pedro Alexandre Simões dos Santos

Learning in Games

  • What it is and pitfalls
  • Parameter Learning
    • Hill Climbing and variants
    • Local beam Search
    • Genetic Algorithms
    • Fast Evolutionary MCTS
  • Action Prediction
    • N-Grams
    • Hierarchical N-Grams

Laboratory 6 (online class)

19 novembro 2020, 17:00 • Manuel Castro Guerra Moreira Guimarães


Laboratory 6 is about implementing Monte Carlo Tree Search in a new Unity Project.


Laboratory 6 (online class)

19 novembro 2020, 15:30 • Manuel Castro Guerra Moreira Guimarães


Laboratory 6 is about implementing Monte Carlo Tree Search in a new Unity Project.