Robustness of solutions in game theory: Values and strategies in partially observable, perturbed, stochastic, and infinite games

Game Theory is the mathematical formalization of social dynamics - systems where agents interact over time and the evolution of the state of the system depends on the decisions of every player. This thesis takes the perspective of a single player and focuses on what they can guarantee in the worst