MARITIME CAPTURE THE FLAG
The Maritime Capture the Flag (MCTF) Competition addresses the problem of multi-agent reinforcement learning (MARL) for playing a multi-player Capture-the-Flag game within a real-time simulation of a maritime gaming environment. Participants are invited to submit software code in Python for three agents that can play the game as a team against an opponent team, while maximizing their team's score. Example code for training agents to play MCTF using the RLlib MARL library and for testing trained agent policies against baseline opponent strategies are included in the provided code repository.
🏆 Simulated Round Robin 🏆
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1
Fatin Ishrak Rakin
C: 270 G: 372 X: 2280
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2
Sai Krishna Reddy Mareddy
C: 260 G: 378 X: 2095
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3
柳 相
C: 245 G: 460 X: 1230
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4
mike tran
C: 225 G: 319 X: 1219
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5
Pranav Kedia
C: 221 G: 366 X: 2326
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6
John Morriss
C: 215 G: 335 X: 1686
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7
Liam McKane
C: 191 G: 441 X: 1571
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8
Kylie Cooper
C: 153 G: 284 X: 1037
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9
Magnus Amann
C: 43 G: 258 X: 1496
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10
Al Faysal
C: 0 G: 25 X: 1030
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11
Amatak Yvi
C: 0 G: 19 X: 1124
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12
Rishal Jagtap
C: 0 G: 3 X: 801
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13
Giancarlo Espiell Jaramillo
C: 0 G: 0 X: 1092
🏆 Hardware Round Robin 🏆
- No results yet.
GETTING STARTED
Software Installation
Learn how to install, setup and run the test scripts in the pyquaticus environment.
Training Agents
Learn how to train your first agent team using ray[rllib].
Rules and Eligibility
By submitting an agent team to the competition you agree to the rules and have checked to make sure you are eligible to participate in the competition.
Competition History
Competition history and past entry approaches.
Submission Formatting
Learn how to format and submit your submission.
Join the Slack
Join other competitors, discuss approaches and request changes to pyquaticus.
ORGANIZATIONS
US Naval Research Laboratory
Is a scientific and engineering command dedicated to research that drives innovative advances for the U.S. Navy and the U.S. Marine Corps
MIT-LL
MIT Lincoln Laboratory researches and develops advanced technologies to meet critical national security needs. What sets us apart from many national R&D laboratories is an emphasis on building operational prototypes of the systems we design.
US Military Academy
To build, educate, train, and inspire the Corps of Cadets to be commissioned leaders of character committed to the Army Values and ready for a lifetime of service to the Army and Nation.
MCTF PREVIOUS WINNERS
MCTF 2024
Simon Lucas
Queen Mary University of London
MCTF 2025
Timothy Flavin
University of Tulsa
2026 Winner
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