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--- title: "SU-CS238 OCT312023" source: https://www.jemoka.com/posts/kbhsu_cs238_oct212023/ date: 2023-10-21 --- 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