Learn · Artificial Intelligence(Prof.P.Dasgupta)
Lecture 24 of 28Artificial Intelligence(Prof.P.Dasgupta)
Reasoning with Bayes networks (Contd.)
Prof. P. Dasgupta · IIT Kharagpur
Credits and licence
- From
- Artificial Intelligence(Prof.P.Dasgupta), IIT Kharagpur (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- Tweens profiles and older. How courses are placed
All the lectures
- Introduction to Artificial Intelligence
- Problem Solving by Search
- Searching with Costs
- Informed State Space Search
- Heuristic Search: A* and Beyond
- Problem Reduction Search: AND/OR Graphs
- Searching Game Trees
- Knowledge Based Systems: Logic and Deduction
- First Order Logic
- Inference in First Order Logic
- Resolution - Refutation Proofs
- Resolution Refutation Proofs
- Logic Programming : Prolog
- Prolog Programming
- Prolog: Exercising Control
- Additional Topics
- Introduction to Planning
- Partial Order Planning
- GraphPLAN and SATPlan
- SATPlan
- Reasoning under uncertainty
- Bayesian Networks
- Reasoning with Bayes Networks
- Reasoning with Bayes networks (Contd.)
- Reasoning under uncertainty: Issues
- Learning : Decision Trees
- Learning : Neural Networks
- Back Propagation Learning