#1
7th May 2015, 03:38 PM
| |||
| |||
IIT Delhi Artificial Intelligence
I have dream to create computers and computer software that are capable of intelligent behavior such as machines will behave like Humans . Would you please tell me is there any course related to Artificial Intelligence in Indian Institute of Technology (IIT) , Delhi . Please provide me some Artificial Intelligence Video Lectures online ….
|
#2
7th July 2018, 11:09 PM
| |||
| |||
Re: IIT Delhi Artificial Intelligence
I want to get the details of Artificial Intelligence course of Indian Institute of Technology IIT Delhi so can you provide me?
|
#3
7th July 2018, 11:10 PM
| |||
| |||
Re: IIT Delhi Artificial Intelligence
I am providing you the details of Artificial Intelligence course of Indian Institute of Technology IIT Delhi IIT Delhi Artificial Intelligence Course- CSL333/CSL671 - Artificial Intelligence Course Contents- Introduction; philosophy of intelligent agents; uninformed search; heuristic search; local search; constraint satisfaction; logic and satisfiability; adversarial search; classical planning; decision theory; Markov decision processes; Bayesian networks representation, inference and learning; reinforcement learning; basics of supervised, semi-supervised and unsupervised learning; intro to NLP; intro to information retrieval; submodularity; current research trends. Topics & Lecture - Introduction Uninformed search Informed search Programming Assignment 1 Local search Adversarial search Constraint Satisfaction Programming Assignment 2 Logic and Satisfiability Advanced Satisfiability Classical Planning Programming Assignment 3 Agent Architectures Decision Theory Markov Decision Processes Reinforcement Learning Programming Assignment 4 Bandits and Monte Carlo Tree Search Programming Assignment 5 (updated Apr 22) Intro to Probability Bayesian Networks Representation Bayesian Networks Inference and Learning Intro to NLP Machine Learning Intro and Algorithms Textbook Stuart Russell & Peter Norvig, Artificial Intelligence: A Modern Approach, Prentice-Hall, Third Edition (2009) (required). Grading Assignments: 50%; Minor (each): 10%; Final: 30%; Class participation, online discussions: extra credit. Contact- Indian Institute of Technology Delhi Hauz Khas, New Delhi, Delhi 110016 011 2659 7135 |