RL Foundations & Game Theory
Control Theory, Stability Proofs & Optimal Policy Design. "Control is an illusion; Stability is a mathematical proof.".
Stability & Control Theory in RL - Master Lyapunov Stability for dynamical systems and AI policies Optimization Theory: Mirror Descent & Variational RL - Master the Mirror Descent framework and its application to Policy Optimization Stochastic Game Theory & MARL - Master Stochastic Games (Markov Games) as the foundation for multi-agent systems
The Order-Book Game.