home works and final project for 2018 Fall -"Introduction to Artificial Intelligence and Machine Learning"
From hw1 ~ hw4 are pacman game, which require implementation of some Artificial Intelligence concepts. Their topic are below:
- hw1 -- Search
- hw2 -- Multiagent
- hw3 -- Inference
- hw4 -- Reinforcement learning
For each homework, there's a Project_.html under their folder, please open it in browser to see more details, descriptions for each problem.
All these homework is refernced from UC Berkely's AI course. link
This project requires implementatoin of stategies in the "Break Bricks" game. The agent have to play automatically according to the strategy and the information perceived in the game. More details are in Final Project/slide.pdf