ecoflex

2019年6月7日

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(207) 评论(0) 推荐(0)

[Artificial Intelligence] {ud954} Lesson 10: 10. Planning under Uncertainty

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(212) 评论(0) 推荐(0)

[Probability Primer] {Measure theory}

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(240) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 26: 26 - Wrap-Up

摘要： represent => reason => represent =>.... data => knowledge => data > ...... Current Research 阅读全文

posted @ 2019-06-07 04:01 ecoflex 阅读(179) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 24: 24 - Meta-Reasoning

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(107) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 23: 23 - Learning by Correcting Mistakes

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(128) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 22: 22 - Diagnosis

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(136) 评论(0) 推荐(0)

2019年6月6日

[Knowledge-based AI] {ud409} Lesson 21: 21 - Configuration

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(97) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 20: 20 - Constraint Propagation

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(120) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 19: 19 - Version Spaces

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(90) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 18: 18 - Analogical Reasoning

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(156) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 17: 17 - Explanation-Based Learning

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(172) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 16: 16 - Scripts

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(123) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 15: 15 - Commonsense Reasoning

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(99) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 14: 14 - Understanding

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(113) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 13: 13 - Planning

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(118) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 12: 12 - Logic

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(176) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 11: 11 - Classification

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(182) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 10: 10 - Incremental Concept Learning

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(155) 评论(0) 推荐(0)

[Knowledge-based AI] {ud409} Lesson 9: 09 - Case-Based Reasoning

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(200) 评论(0) 推荐(0)

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