AI_Lab_Semester4
AI Lab questions with my solutions for some specific questions
Some important Algorithms/topics covered:
Random search based basic puzzles(eg. Room Cleaning Bot)
Graph based problems(eg. vehicles & traffic problem)
Gaussian and Normal Distributions
Perceptron
Support Vector Machine (SVM)
Gradient Descent
Linear and Logistic regression
Search problems: Astar, BFS, DFS
Stochastic/Deterministic control problems
Markov Decision Process(MDP)
Bellman_Operator & Value_Iteration
Q-Learning
Cricket Score Problem
Mountain Car Problem