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lnmangione
Halite-III
Jupyter Notebook2024–2024
lnmangione / Halite-III

Halite-III

In this paper, we apply machine learning to create bots for Halite III, @twosigma's annual A.I. competition. We develop one classifier using Support Vector Machine with Supervised Learning, and one using a Deep Neural Network with Reinforcement Learning

3Distinct people
3Mentions
0Explicit recommenders
495GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

In this paper, we apply machine learning to create bots for Halite III, @twosigma's annual A.I. competition. We develop one classifier using Support Vector Machine with Supervised Learning, and one using a Deep Neural Network with Reinforcement Learning

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Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 5:04:57 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by hour3 dated mentions

Observed mentions: 2024-12-10 02:38:48 UTC to 2024-12-10 07:10:04 UTC.

012024-12-10 02:00:00 UTC to 2024-12-10 03:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsDec 10, 02:002024-12-10 03:00:00 UTC to 2024-12-10 04:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-12-10 04:00:00 UTC to 2024-12-10 05:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsDec 10, 04:002024-12-10 05:00:00 UTC to 2024-12-10 06:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-12-10 06:00:00 UTC to 2024-12-10 07:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2024-12-10 07:00:00 UTC to 2024-12-10 08:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsDec 10, 07:00

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Dec 10, 02:002024-12-10 02:00:00 UTC2024-12-10 03:00:00 UTC101
Dec 10, 03:002024-12-10 03:00:00 UTC2024-12-10 04:00:00 UTC000
Dec 10, 04:002024-12-10 04:00:00 UTC2024-12-10 05:00:00 UTC000
Dec 10, 05:002024-12-10 05:00:00 UTC2024-12-10 06:00:00 UTC000
Dec 10, 06:002024-12-10 06:00:00 UTC2024-12-10 07:00:00 UTC101
Dec 10, 07:002024-12-10 07:00:00 UTC2024-12-10 08:00:00 UTC101

What Hacker News says

3 sources
Check out the PR comments on one of his projects on GH. > 'Missing Implementation for "Deny, Defend, Depose"' "Could you clarify: What machine learning model is best suited for the "Deny" phase? (I'm guessing a GAN for plausible deniability?) Is "Defend" using a reinforcement learning approach with adversarial training? For "Depose," are we looking at a classification problem or full-blown unsupervised chaos? A README section explaining how to integrate this strategy into Halite III bots would be invaluable to the community. Until then, I feel like I'm shooting blanks here." https://github.com/lnmangione/Halite-III/issues
In What we know about CEO shooting suspect

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