CS-747 Intelligent and Learning Agents

Assignments

Assignment 1

• Multi-arm Bandits problem using Thompson Sampling

Assignment 2

• Markov Decision Process Planning
  • Value Iteration
  • Policy Iteration

Assignment 3

• SARSA Lambda
  • Trace accumulation
  • Trace replacement