/cs362-naagraaj

Codes for CS326 Artificial Intelligence Assignments

Primary LanguageJupyter NotebookMIT LicenseMIT

CS362 Naagraaj

This repository codes submitted for CS326 Assignments

Team Members

  • Aditya Prakash (201851008)
  • Anuj Puri (201851025)
  • Ashutosh Singh (201851029)
  • Pushkar Patel (201851094)
  • Yash Shah (201851150)

All the codes and their respective links have been submitted in the submission report itself, but to compile everything at one place, we made this repo.

Experiments

  1. Lab Assignment 1: Graph Search Agent for 8-Puzzle
  2. Lab Assignment 3: TSP using Simulated Annealing
  3. Lab Assignment 4: Game Playing Agent | Minimax| Alpha-Beta Pruning
  4. Lab Assignment 5: Building Bayesian Networks in R
  5. Lab Assignment 6: Hidden Markov Model and Expectation Maximization algorithm
  6. Lab Assignment 7: Markov Random Field and Hopfield Network
  7. Lab Assignment 8: MENACE
  8. Lab Assignment 9: n-arm bandit

Additional Drive and Colab links to codes and graphs:

  1. Colab Notebook for Graph Search Agent for 8-Puzzle
  2. Drive folder for Graphs and Colab Notebook for TSP with Simulated Annealing
  3. Colab Notebook for Game Playing Agent |Minimax | Alpha-Beta Pruning
  4. Drive folder for Graphs and R Markdown file for Building Bayesian Networks in R
  5. Drive folder for Colab Notebook for HMM and EM algorithm
  6. Colab Notebook for Markov Random Field and Hopfield Network
  7. Colab Notebook for MENACE
  8. Colab Notebook for n-arm bandit

Some General Notes