Search and Optimization

4 credits

The course will cover core algorithms for sequential decision-making problems in autonomous systems. Topics include heuristic search, Monte Carlo search, deep reinforcement learning, nonlinear optimization, mixed-integer optimization, and stochastic optimization. Restricted to students within the CS75, CS78, CS89, CS88, CS77, CS80, CS81, CS83, and CS76 majors. All other students will be allowed as space permits.