https://github.com/robincpc/cs140-ai

Programming HW of CS140
https://github.com/robincpc/cs140-ai

artificial-intelligence python

Last synced: 10 months ago
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Programming HW of CS140

• Host: GitHub
• URL: https://github.com/robincpc/cs140-ai
• Owner: RobinCPC
• Created: 2016-01-31T08:01:53.000Z (about 10 years ago)
• Default Branch: team
• Last Pushed: 2018-01-27T08:01:58.000Z (about 8 years ago)
• Last Synced: 2025-02-08T15:46:34.288Z (about 1 year ago)
• Topics: artificial-intelligence, python
• Language: HTML
• Homepage:
• Size: 8.36 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# CS140 - Artificial Intelligence

## Programming HW of UCSC CS140

This repo is for personal stdudy and I have not intention to go aginst the honor code.

* Contest - Pacman Capture the Flag

    1. Adopted Model-based reflex Agent to collect food and chase enemies

    2. Designed behavior tree to help agents switch their duties

    3. Utilized k-means to cluster foods for distributing our Pacman agents

![demo gif](./data/contest-clip.gif)

* P3 - Reinforcement Learning

    Approximate Q-Learning

![RL](./data/RL_Qagent.gif)

* P2 - Multi-Agent Pacman

![Multi](./data/multiAgent.gif)

* P1 - Search in Pacman

| **A-Star**                    | **BFS**                   | **DFS**                   |

| :----:                        | :----:                    | :----:                    |

| ![astar](./data/medAStar.gif) | ![bfs](./data/medBFS.gif) | ![dfs](./data/medDFS.gif) |

* P0 - Unix/Python/Autograder Tutorial