Introduction to Artificial Intelligence - Assignment 1 Overview - Lecture 4
Explore AI fundamentals through grid world environments, implementing BFS and DFS algorithms. Learn code structure, GUI development, and key functions for search algorithms in game-like scenarios.
Introduction to Artificial Intelligence - Problem Solving and Search - Lecture 3
Explore problem-solving techniques and search algorithms in AI, applying learned concepts to simple games for practical understanding.
Problem Solving and Search in Artificial Intelligence - Lecture 3
Explore problem-solving agents, search algorithms, and graph theory in AI. Learn about BFS, DFS, UCS, and more. Gain practical insights for implementing efficient search strategies.
Introduction to Artificial Intelligence - Assignment 1 and Lecture 4
Explore AI algorithms and data structures through interactive assignments in JavaScript. Learn BFS, DFS, and ID-DFS implementations for problem-solving in game environments.
Introduction to Artificial Intelligence - Assignment 2 Overview - Lecture 7
Explore advanced AI concepts including heuristic functions, connectivity, optimizations, and bidirectional search. Gain practical insights for implementing efficient problem-solving algorithms in game environments.
Introduction to Artificial Intelligence: MiniMax and AlphaBeta Search - Lecture 10
Explore MiniMax and Alpha-Beta search algorithms for two-player game AI, covering implementation, optimization, and practical applications in decision-making processes.
Minimax Search Enhancements in Artificial Intelligence - Lecture 11
Explore advanced Minimax search techniques, including move ordering, bit operations, and transposition tables, to enhance AI game-playing algorithms.
Introduction to Artificial Intelligence: Minimax, Alpha-Beta Pruning, and Assignment 3 - Lecture 10
Explore multiplayer game algorithms, including MiniMax, Alpha-Beta pruning, and iterative deepening. Learn implementation techniques and apply concepts to Assignment 3 in this AI lecture.
Optimizing Search and Discovery Systems - Machine Learning Challenges and Solutions
Discover how Depop's search and ranking team tackles complex machine learning challenges while maintaining model reliability and enabling rapid feature development in a marketplace environment.