Decision theory under certainty

States and accentuators

Discrete choice

Continuous choice

Intertemporal decision theory under certainty

States and deterministic environments

Intertemporal decision making

Planning

Decison theory under uncertainty

Lotteries and risk aversion

Fully observable Markov Decision Processes (MDP)

Sensors and Partially Observable Markov Decision Processes (POMDP)

Reinforcement learning

Control theory

Game theory under certainty

Single-round games

Repeated episodic games

Combinatorial games

Game theory under uncertainty

Games with imperfect or incomplete information

Stochastic games

Robotics

Natural Language Processing (NLP)

Computer vision

Improving knowledge

Knowledge bases

Expert systems

Active learning