Sumários

Game theory

8 março 2018, 15:30 Manuel Cabido Lopes


Goals:

  • Understand and formalize a zero-sum game, a general sum game and a collaborative game
  • Understand and compute dominant strategies
  • Understand and identify Nash Equilibria
Ref: Chapter 11. An Introduction to MultiAgent Systems, Michael Wooldridge


Decision theory

8 março 2018, 14:00 Manuel Cabido Lopes


Goals:

  • Define preferences and utility
  • Take simple decision based on utility and probability
  • Analyse simple cases of value of information
  • Understand and discuss the impact of the axioms of the utility theory
Chapter 16 Artificial Intelligence: A Modern Approach (Third edition), Stuart Russell and Peter Norvig


Lab1: introduction to multi-agent systems

6 março 2018, 18:00 Rui Henriques

Design of a multi-agent system: environment, agent properties, actuators, perceptors, reactive behaviour and further possibilities.
NetLogo tutorials.


Game theory

6 março 2018, 16:30 Manuel Cabido Lopes


Goals:

  • Understand and formalize a zero-sum game, a general sum game and a collaborative game
  • Understand and compute dominant strategies
  • Understand and identify Nash Equilibria
Ref: Chapter 11. An Introduction to MultiAgent Systems, Michael Wooldridge


Decision theory

6 março 2018, 15:00 Manuel Cabido Lopes


Goals:

  • Define preferences and utility
  • Take simple decision based on utility and probability
  • Analyse simple cases of value of information
  • Understand and discuss the impact of the axioms of the utility theory
Chapter 16 Artificial Intelligence: A Modern Approach (Third edition), Stuart Russell and Peter Norvig