From 50b216bf4b853e73aa302e407f271fe47ce22367 Mon Sep 17 00:00:00 2001
From: Harald Carlens <7941504+hcarlens@users.noreply.github.com>
Date: Fri, 31 Jul 2026 09:19:48 +0100
Subject: [PATCH 1/3] Add competition: Kaggriculture

---
 competitions.json | 27 ++++++++++++++++++++++++---
 1 file changed, 24 insertions(+), 3 deletions(-)

diff --git a/competitions.json b/competitions.json
index 0df9386..ea8e18f 100644
--- a/competitions.json
+++ b/competitions.json
@@ -16,7 +16,9 @@
       "prize": "$1,200",
       "platform": "Codabench",
       "sponsor": "Jane Street, AoPS, Nord Sec, Interview Buddy",
-      "additional_urls": ["https://www.codabench.org/competitions/16945/"]
+      "additional_urls": [
+        "https://www.codabench.org/competitions/16945/"
+      ]
     },
     {
       "name": "Identify Gene Pairs Driving Metabolic Diseases (Part 3)",
@@ -7129,7 +7131,10 @@
       "sponsor": "Uniforce AI",
       "conference": "NeurIPS",
       "conference-year": 2026,
-      "additional_urls": ["https://www.codabench.org/competitions/17363/", "https://www.codabench.org/competitions/17385/"]
+      "additional_urls": [
+        "https://www.codabench.org/competitions/17363/",
+        "https://www.codabench.org/competitions/17385/"
+      ]
     },
     {
       "name": "Weak Lensing Uncertainty under Distribution Shift",
@@ -7152,6 +7157,22 @@
       "additional_urls": [
         "https://www.codabench.org/competitions/10902/"
       ]
+    },
+    {
+      "name": "Kaggriculture",
+      "url": "https://www.kaggle.com/competitions/kaggriculture?ref=mlcontests",
+      "tags": [
+        "simulations",
+        "custom metric"
+      ],
+      "launched": "30 Jul 2026",
+      "registration-deadline": "23 Sep 2026",
+      "deadline": "30 Sep 2026",
+      "prize": "$50,000",
+      "platform": "Kaggle",
+      "sponsor": "Kaggle",
+      "conference": null,
+      "conference_year": null
     }
   ]
-}
+}
\ No newline at end of file

From 301b318b75befbf225b56e8526bf04b145f1832a Mon Sep 17 00:00:00 2001
From: Harald Carlens <7941504+hcarlens@users.noreply.github.com>
Date: Tue, 4 Aug 2026 09:33:38 +0100
Subject: [PATCH 2/3] Update competitions.json

---
 competitions.json | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/competitions.json b/competitions.json
index ea8e18f..a7f39b1 100644
--- a/competitions.json
+++ b/competitions.json
@@ -7159,11 +7159,14 @@
       ]
     },
     {
-      "name": "Kaggriculture",
+      "name": "Competitive Farming Simulation Game",
       "url": "https://www.kaggle.com/competitions/kaggriculture?ref=mlcontests",
       "tags": [
-        "simulations",
-        "custom metric"
+        "rl",
+        "pvp",
+        "game",
+        "measurable",
+        "control"
       ],
       "launched": "30 Jul 2026",
       "registration-deadline": "23 Sep 2026",
@@ -7175,4 +7178,4 @@
       "conference_year": null
     }
   ]
-}
\ No newline at end of file
+}

From 4df181d0058a2e79669ee56a47418a21c21a8fe0 Mon Sep 17 00:00:00 2001
From: Harald Carlens <7941504+hcarlens@users.noreply.github.com>
Date: Tue, 4 Aug 2026 09:35:12 +0100
Subject: [PATCH 3/3] Update competitions.json

---
 competitions.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/competitions.json b/competitions.json
index a7f39b1..286c124 100644
--- a/competitions.json
+++ b/competitions.json
@@ -7159,10 +7159,10 @@
       ]
     },
     {
-      "name": "Competitive Farming Simulation Game",
+      "name": "Competitive Farming Strategy Game",
       "url": "https://www.kaggle.com/competitions/kaggriculture?ref=mlcontests",
       "tags": [
-        "rl",
+        "reinforcement learning",
         "pvp",
         "game",
         "measurable",