2020-11-10课程笔记4 分钟 读完 (大约 583 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 10 Stochastic MAB: Explore-then-Exploit (ETE or ETC) Regret of ETE 阅读更多
2020-11-04课程笔记8 分钟 读完 (大约 1128 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 09 The Chebyshev Inequality The Central Limit Theorem (CLT) Cramer-Chernoff Methods and Sub-Gaussian RVS Hoeffding’s Inequality Azuma-Hoeffding’s Inequality Summary 阅读更多
2020-10-28课程笔记8 分钟 读完 (大约 1252 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 08 MAB: Stochastic (IID) Adversarial MAB Stochastic but not IID MAB Problem definion Stochastic Reward model Regret Concentration Bounds Markov’s Inequality 阅读更多
2020-10-20课程笔记14 分钟 读完 (大约 2166 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 07 Coalition Multi-armed Bandit (MAB) 阅读更多
2020-10-14课程笔记13 分钟 读完 (大约 1966 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 06 English Auction First-Price Sealed Auctions Dutch Auction Second Price Auction, Sealed-Bid 阅读更多
2020-10-07课程笔记10 分钟 读完 (大约 1503 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 05 The Iterated prisoners’ Dilemma Subgame Perfection 阅读更多
2020-09-30课程笔记19 分钟 读完 (大约 2803 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 04 The Cournot Duopoly Model Bertrand Model of Duopoly The Stackelberg Duopoly Model Sequential Bargaining Bank Runs War of Attrition 阅读更多
2020-09-22课程笔记13 分钟 读完 (大约 1961 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 03 Game Trees (Extensive form) The Cournot Duopoly Model The Stackelberg Duopoly Model 阅读更多
2020-09-15课程笔记10 分钟 读完 (大约 1571 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 02 Minimax Theorem Nash’s Theorem Pareto Optimal Cournot Model of Duopoly 阅读更多
2020-09-08课程笔记10 分钟 读完 (大约 1555 个字)CMSC 5728 Decision Analysis & Game Theory - Lecture 01Lecture 01 Introduction阅读更多