Introduces reinforcement learning, covering its definitions, applications, and theoretical foundations, while outlining the course structure and objectives.
Covers the fundamentals of optimal control theory, focusing on defining OCPs, existence of solutions, performance criteria, physical constraints, and the principle of optimality.
Explores regulating market externalities through taxes, subsidies, and tradable quotas to achieve optimal production levels and internalize external costs.
Explores the equilibrium in competitive markets, the impact of non-competitive forces, and the role of government intervention in aligning markets with social welfare.