AUT Artificial Intelligence course projects(Pacman)
These projects are taken from UC Berkeley CS188 Intro to AI
- project 1: Search
Q1: Depth First Search
Q2: Breadth First Search
Q3: Uniform Cost Search
Q4: A* Search
Q5: Corners Problem: Representation
Q6: Corners Problem: Heuristic
Q7: Eating All The Dots: Heuristic
Q8: Suboptimal Search
- project 2: Multi-Agent Search
Q1: Reflex Agent
Q2: Minimax
Q3: Alpha-Beta Pruning
Q4: Expectimax
Q5: Evaluation Function
- project 3: Reinforcement Learning
Q1: Value Iteration
Q2: Bridge Crossing Analysis
Q3: Policies
Q4: Q-Learning
Q5: Epsilon Greedy
Q6: Bridge Crossing Revisited
Q7: Q-Learning and Pacman
Q8: Approximate Q-Learning