rockmanvnx6 / sklearn2-RMITAI2020-Replays

Replays of team sklearn2 RMIT AI 2020 Pacman Contest

Sklearn2 Pacman replay - RMITAI2020

Presentation: https://www.youtube.com/watch?v=pSIqh01J5iM&ab_channel=DavidV

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NOTE: This repository only contains replays of sklearn2 team - RMITAI2020. Presentation video might be included later after marking results.

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Course: COSC1125/1127 Artificial Intelligence @ Semester 2, 2020

Instructor: Prof. Sebastian Sardina

Result

The included replays is downloaded from the last final tourament (2020-10-30-13-08-A) runs with 74 teams in 10 map (5 fixed, 5 random) with a maximum time of 1200 steps.

The result of top 10 are as follow where our team come 1st place with a Reinforcement Learning agent.

For a full list of team, archieve results available at /results/results_2020-10-30-13-08-a: https://auspham.dev/sklearn2-RMITAI2020-Replays/results/results_2020-10-30-13-08-a

Requirements

python3 and tkinter.

How to run

chmod +x play-replays.sh
./play-replays.sh replays

Note: the play-replays.sh script has been modified to only show sklearn2. Feel free to modify to see other teams.

The team

The project was done with 187 hours individually and a total 308 commits of these contributors:

• Don Phu (@DonneyDucka)

• David Vo (@thedavidvo)

• Austin Pham (Thang Pham) (@rockmanvnx6)

Acknowledgements

This is Pacman Capture the Flag Contest from the set of UC Pacman Projects. We are very grateful to UC Berkeley CS188 for developing and sharing their system with us for teaching and learning purposes.