GitHub – Overview


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Title Link Code Last push Uses Heuristic MCTS DQN PPO AlphaZero Supervised Genetic LLM Sim Only Playable GUI Replay
Catanatron https://github.com/bcollazo/catanatron Python Catanatron (original) Y Y Y Y Y
Learning to Play Settlers of Catan with Deep Reinforcement Learning https://settlers-rl.github.io/
https://github.com/henrycharlesworth/settlers_of_catan_RL		 Python Y Y
Catan-AI https://github.com/kvombatkere/Catan-AI Python Y Y Y B (*)
CS7641-QSettlers https://github.com/akrishna77/CS7641-QSettlers Java Y Y
Modeling Catan through self-play https://justinasher.me/catan_ai Not available anymore Y Y
Sub-Catan Simplified multi-agent RL environment https://github.com/HenrikFredriksen/sub-catan Python Y
PyCatan2 https://github.com/josefwaller/PyCatan2 Python PyCatan (original) Y
Catan-Bot https://github.com/striest/catan_bot Python Y
Catan-Simulator https://github.com/williamaredal/Catan-Simulator Python + JavaScript Y Basic
Catan https://github.com/adammann52/catan Python Y Basic
JSettlers2 https://github.com/jdmonin/JSettlers2 Java Y Y Y
avtnl (Catan Gen2 / Gen3) https://github.com/avtnl/Catan_Gen3_v037 Python 2026 Y Y Y Y
Canopy https://github.com/cullback/canopy Rust 2026 Y Y Basic
Catan Zero https://github.com/nickita-khylkouski/catan-zero-public Python + Rust 2026 Y Y
Catan RL https://github.com/Eli6th/catan-rl Rust + Python 2026 Y Y
AlphaHex https://github.com/rli8145/alphahex Python 2026 Y Y Basic
bettafish https://github.com/Samffprice/bettafish Python 2026 Y Y Y
CataNN https://github.com/Wind-Eagle/CataNN Rust 2026 Y Y
AlphaZero-Catan https://github.com/JdHeer/AlphaZero-Catan Python 2026 Catanatron (1) Y Y
AlgoCatan / RLCatan https://github.com/AlgoCatan/RLCatan Python 2026 Catanatron (1) Y Y Y
rust-catan-rl https://github.com/nogulong/rust-catan-rl Rust + Python 2026 Y Y
catanrl https://github.com/mcrco/catanrl Python Catanatron (1) Y Y Y Y
Catan Sim https://github.com/edtireli/catan-sim Python 2026 Y Basic Y
Catanatron 1v1 https://github.com/PeterLP123/catanatron-1v1 Python 2026 Catanatron (1) Y Y Basic
Genetic-NN-Catan https://github.com/Gallind/Genetic-NN-Catan Python 2026 Catanatron (1) Y Y
CatanLearning.jl https://github.com/BKaperick/CatanLearning.jl Julia 2025 Y Y Y
Catan.jl https://github.com/BKaperick/Catan.jl Julia 2025 Y Y
CatanSim https://github.com/OfficialLahusa/CatanSim C# 2026 Y Y Y
PPO-based RL agent for Catan https://github.com/Atharva-Thakur/PPO-based-RL-agent-for-catan Python 2026 Y
RL-Catan https://github.com/GSJProgo/RL-Catan Python 2024 Y Y
gym-catan https://github.com/Gregory-Eales/gym-catan Python 2020 Y Basic
catan-ai https://github.com/nicorising/catan-ai Python 2025 Catanatron (1) Y Y Y
settlers-of-catan-thesis https://github.com/piktiv/settlers-of-catan-thesis Python 2022 Y
strategy-game-agents (HexMachina) https://github.com/nbelle1/strategy-game-agents Python 2025 Catanatron (3) Y
HexMachina Reproduction https://github.com/OguroHayato/hexmachina-repro Python 2026 Y
CatanBench https://github.com/SoumilRathi/catanbench-v0 Python 2025 Catanatron (2) Y
catan-llm https://github.com/taziksh/catan-llm Python 2026 Catanatron (3) Y Y
catan-rl-llm https://github.com/TFC1224/catan-rl-llm Python 2026 Catanatron (3) Y Y
Catan Bench https://github.com/vmmadathil/catan-bench Python 2026 Catanatron (2) Y
catan-bench https://github.com/alexmaraval/catan-bench Python 2026 Catanatron (2) Y
LLM Catan Arena https://github.com/infoFiets/llm-catan-arena Python 2026 Catanatron (2) Y
Catan-LLM-AI-Arena https://github.com/ACosmicCake/Catan-LLM-AI-Arena Python 2025 Y Y Basic
catan_ai_agents https://github.com/JordiCan/catan_ai_agents Python 2026 PyCatan Y Y
CatanAgent https://github.com/vasco-s-pereira/CatanAgent Python 2026 Catanatron (2) Y Y
Monte Catano https://github.com/Algorhythm-sxv/monte-catano Rust 2026 Y
socAI https://github.com/hubertbalos/socAI Python 2024 Y Y Basic
catan-agent https://github.com/kindalime/catan-agent Python 2023 Y
Catan_MCTS https://github.com/Sharperrr/Catan_MCTS C# 2025 Y Y
settlers_of_catan https://github.com/maxyurk/settlers_of_catan Python 2019 Y Y
HexN https://github.com/0xBrsm/HexN Python 2026 Y Y Y
HexSet https://github.com/0xBrsm/HexSet Python 2026 Y Y Y Y Y
Parallel AlphaZero for Catan (jaime-catan) https://github.com/Jaime888888/jaime-catan Rust 2026 Y Y
Catanarchy https://github.com/osolmaz/catanarchy TypeScript 2026 Y Y Y Y
Catan Coach (ML-Game-Theory-Strategy-Game-Engine) https://github.com/rhayenga/ML-Game-Theory-Strategy-Game-Engine C++ + Python 2026 Y Y Y Y
Catan RL https://github.com/restachoc/catan Rust + Python 2026 Y Y Y Y Y
catan-ai https://github.com/SpideyZac/catan-ai Rust + Python 2026 Y Y Y
settlers_of_catan_rl https://github.com/TSVRN9/settlers_of_catan_rl HTML 2026 Catanatron (1) Y Y Y Y
Catan RL Agent https://github.com/Jonathanhsiao123/Catan-RL-Agent HTML + Python 2026 Catanatron (1) Y Y
catan-llm https://github.com/Al2800/catan-llm Python 2026 Catanatron (3) Y Y
Catan LLM Arena https://github.com/mustafaTokmak/catan-llm-arena Python 2026 Catanatron (2) Y Y
llms-catan https://github.com/srcolinas/llms-catan Python 2026 Y
CatanBench https://github.com/justinmay/CatanBench TypeScript 2026 Y
cppanatron https://github.com/mcrco/cppanatron C++ 2026 Catanatron (1) Y Y Y
Catan Research Lab (catan-ai-lab) https://github.com/Cheekywnl/catan-ai-lab Python 2026 Catanatron (1) Y Y Y Y
catan-ai https://github.com/mfradley/catan-ai Python 2026 Y Y
catan https://github.com/guidodinello/catan Python 2026 Y Y Y Y Y
catan-ai https://github.com/TamSeid/catan-ai Python 2026 Y Y Y
AlphaSettler https://github.com/seanpatrickmay/AlphaSettler Rust 2026 Y Y

Catanatron is the shared engine, not the shared algorithm.

Uses = Catanatron repos keep rules, action space, built-in bots (R, W, VP, F, AB, MCTS), CLI (catanatron-play), and often the Gym wrapper. A different learner sits on top.

Common: same legal actions, same bots to beat, same CLI/Gym. Different: the learner (AZ / PPO / GA / prompt / code-evolution / SFT-GRPO) and whether the product is a stronger compiled bot or a benchmark harness.

Angle Meaning Repos
Angle Meaning Repos (20 derivatives + original)
Engine (original) The simulator itself. bcollazo/catanatron
Search / RL / evolution Train a bot to beat Catanatron’s best built-in players (F / AB / MCTS). JdHeer/AlphaZero-Catan; AlgoCatan/RLCatan; mcrco/catanrl; PeterLP123/catanatron-1v1; Gallind/Genetic-NN-Catan; nicorising/catan-ai; TSVRN9/settlers_of_catan_rl; Jonathanhsiao123/Catan-RL-Agent; Cheekywnl/catan-ai-lab; mcrco/cppanatron
LLM-as-player Prompt an LLM each turn; Catanatron is the rules + table. vmmadathil/catan-bench; SoumilRathi/catanbench-v0; alexmaraval/catan-bench; infoFiets/llm-catan-arena; vasco-s-pereira/CatanAgent; mustafaTokmak/catan-llm-arena
LLM-as-programmer LLM writes or fine-tunes a player; compiled or small-net code plays the turns. nbelle1/strategy-game-agents (HexMachina); taziksh/catan-llm; TFC1224/catan-rl-llm; Al2800/catan-llm
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