Explore sequential decision making and reinforcement learning in this course. From utility theory to multi-armed bandit problems, MDPs, and POMDPs, delve into dynamic programming and online planning. Uncover reinforcement learning paradigms like Monte Carlo methods and temporal difference learning, emphasizing algorithms and practical examples.阅读更多.
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Decision Making and Reinforcement Learning 中涵盖的技术和工具与 数据科学家 招聘广告中的要求最为相似。