SU-CS238 OCT312023

Key Sequence

Notation

New Concepts

• Restricted Gradient and Actor-Critic
• Exploration and Exploitation with Binary Bandit
  • Undirected Exploration (Explore-then-commit)
  • Directed Exploration (Softmax Method, Quantile Exploration, UCB 1, Posterior Sampling)

Important Results / Claims

• Bayesian Model Estimation and greedy action
• epsilon-greedy exploration with decay

Questions

Interesting Factoids