Decision Support Systems
Bicocca — Advanced Data Management & Support Systems
01
Decision Theory Foundations
Agents, utility, and choosing rationally under ignorance and risk
02
Bayesian & Decision Networks
Compact state spaces with Bayesian & Decision Networks — and why inference stays hard
03
Game Theory & Nash Equilibria
Multiple agents, best responses, and Nash & correlated equilibria
04
Sequential Decision Making
Decisions over time: MDPs & the Bellman equation, reinforcement learning, and Monte Carlo Tree Search