摘要: Linearly Separable Data Multiple Linear Questions Constructing a Decision Tree First Split Coding A Decision Tree Decision Tree Parameters Data Impuri 阅读全文
posted @ 2019-06-07 10:37 ecoflex 阅读(202) 评论(0) 推荐(0) 编辑
摘要: Robot Tour Guide Examples MDP Grid World Problems With Conventional Planning For this problem (and only this problem) assume actions are stochastic in 阅读全文
posted @ 2019-06-07 05:48 ecoflex 阅读(202) 评论(0) 推荐(0) 编辑
摘要: (PP 1.1) Measure theory: Why measure theory - The Banach-Tarski Paradox ball -> tear down to pieces -> rigid transformation (translation/rotation) -> 阅读全文
posted @ 2019-06-07 04:37 ecoflex 阅读(221) 评论(0) 推荐(0) 编辑
摘要: represent => reason => represent =>.... data => knowledge => data > ...... Current Research 阅读全文
posted @ 2019-06-07 04:01 ecoflex 阅读(174) 评论(0) 推荐(0) 编辑
摘要: Mistakes in Reasoning and Learning Beyond Mistakes: Knowledge Gaps The Blurred Line Between Cognition and Metacognition Strategy Selection Strategy In 阅读全文
posted @ 2019-06-07 03:53 ecoflex 阅读(103) 评论(0) 推荐(0) 编辑
摘要: Optional Readings : Questions for Correcting Mistakes Visualizing Error Detection Error Detection Algorithm Explanation-Free Repair Explaining the Mis 阅读全文
posted @ 2019-06-07 03:28 ecoflex 阅读(122) 评论(0) 推荐(0) 编辑
摘要: Optional reading: Stefik, Chapter 9 diagnose as classification and abduction Exercise: Diagnosing Illness Defining Diagnosis Problems with Diagnosis a 阅读全文
posted @ 2019-06-07 03:07 ecoflex 阅读(127) 评论(0) 推荐(0) 编辑
摘要: Exercise: Designing a Basement Defining Configuration The Configuration Process left top: task right bottom: solution task v1 Configuration Space > so 阅读全文
posted @ 2019-06-06 23:39 ecoflex 阅读(91) 评论(0) 推荐(0) 编辑
摘要: Optional Readings : Exercise: Recognizing 3D Figures Exercise: Gibberish Sentences Constraint Propagation Defined From Pixels to 3D Line Labeling Cons 阅读全文
posted @ 2019-06-06 13:58 ecoflex 阅读(116) 评论(0) 推荐(0) 编辑
摘要: Optional reading: Winston Chapter 20 Incremental Concept Learning Revisited Abstract Version Spaces Visualizing Version Spaces converge model is thre 阅读全文
posted @ 2019-06-06 13:29 ecoflex 阅读(86) 评论(0) 推荐(0) 编辑
摘要: Need for Cross-Domain Analogy should apply the laser light? kill the tumor and hurt the healthy tissue as well? decompose weaker lights Spectrum of Si 阅读全文
posted @ 2019-06-06 11:09 ecoflex 阅读(148) 评论(0) 推荐(0) 编辑
摘要: Optional Readings : Exercise: Transporting Soup for robot, it's hard to decide. Example: Retrieving a Cup Concept Space Prior Knowledge Abstraction Tr 阅读全文
posted @ 2019-06-06 10:52 ecoflex 阅读(166) 评论(0) 推荐(0) 编辑
摘要: This lesson borrows heavily from the following book: Rich, E., & Knight, K. (1991). Artificial intelligence. McGraw-Hill, New York. Optional reading: 阅读全文
posted @ 2019-06-06 10:20 ecoflex 阅读(110) 评论(0) 推荐(0) 编辑
摘要: how to prevent robot from jumping off through windows Example: Ashok Ate a Frog how to make machine understand they have the same meaning Primitive Ac 阅读全文
posted @ 2019-06-06 10:08 ecoflex 阅读(91) 评论(0) 推荐(0) 编辑
摘要: Optional Readings : The Earthquake Report Thematic Role Systems Constraints Resolving Ambiguity in Prepositions Ambiguity in Verbs Optional Reading: W 阅读全文
posted @ 2019-06-06 09:43 ecoflex 阅读(106) 评论(0) 推荐(0) 编辑
摘要: Block Problem Revisited Painting a Ceiling States Optional Reading: Winston Chapter 15, pages 323-336 Operators Planning and State Spaces plan: Planni 阅读全文
posted @ 2019-06-06 08:49 ecoflex 阅读(116) 评论(0) 推荐(0) 编辑
摘要: Why do we need formal logic? Inferences About Birds Winston Chapter 13: Page 284 Exercise: Inferences About Foos Predicates Conjunctions and Disjuncti 阅读全文
posted @ 2019-06-06 08:22 ecoflex 阅读(165) 评论(0) 推荐(0) 编辑
摘要: Optional Readings : Classifying Birds The Challenge of Classification combinatorial explosion! how to make reasonable decision in real time? Equivalen 阅读全文
posted @ 2019-06-06 08:09 ecoflex 阅读(176) 评论(0) 推荐(0) 编辑
摘要: Exercise: Identifying a Foo \ This example is adapted from the 'arch' example in the the following book: Winston, P. (1993). Artificial Intelligence ( 阅读全文
posted @ 2019-06-06 07:34 ecoflex 阅读(141) 评论(0) 推荐(0) 编辑
摘要: how to use memory and reason Assumptions of Case-Based Reasoning Case Adaptation (1) Model of the World (2) Recursive reasoning Further reading: Vatta 阅读全文
posted @ 2019-06-06 06:28 ecoflex 阅读(195) 评论(0) 推荐(0) 编辑