Wumpus World Simulators ML Frameworks

Educational grid-based agent simulation environments, primarily implementations of the classic Wumpus World problem from AI textbooks. Includes agent logic, world mechanics, and game interfaces across various programming languages. Does NOT include general reinforcement learning frameworks, text-based adventure games, or non-grid-based game AI.

There are 13 wumpus world simulators frameworks tracked. The highest-rated is allenai/ScienceWorld at 48/100 with 342 stars.

Get all 13 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	allenai/ScienceWorld ScienceWorld is a text-based virtual environment centered around...	48	Emerging	342	Scala
2	holderlb/wumpus-world-simulator Simulator for the AI Wumpus World game in C++ with Python wrapper.	41	Emerging	16	C++
3	drbeco/wumpus Hunt The Wumpus - Wumpus World Simulator	36	Emerging	7	Prolog
4	psyclone20/WumpusWorld A solution to the renowned Wumpus World problem from Artificial Intelligence.	34	Emerging	5	Java
5	TulshiDas39/wumpusWorld Wumpus world simulation using AI-logic	29	Experimental	1	Java
6	Evozone/wumpus-AI-agent A Wumpus World game with an AI agent that plays it.	27	Experimental	7	Python
7	bbugyi200/WumpusWorld Stuart Russel and Peter Norvig's Wumpus World environment...	27	Experimental	7	Python
8	nrupeshsurya/Wumpus-world Classic Wumpus World problem coded in python.	27	Experimental	6	Python
9	Mercerenies/net-game Adaptive text-based RPG that uses Wikipedia data to generate the game world	21	Experimental	7	Common Lisp
10	KamruzzamanAsif/Wumpus-World A game of self observing AI agent in wumpus world	21	Experimental	1	TypeScript
11	armeninants/wumpus-world-game-prolog Wumpus World implementation in SWI-Prolog	17	Experimental	1	JavaScript
12	Abhijith14/Wumpus-World-POL--Symbolic-AI Wumpus World(POL) - Symbolic AI	12	Experimental	8	Jupyter Notebook
13	Careless-Caramel/Wumpus-World-Hunt-Game Wumpus World Hunt Game	11	Experimental	—	Python

Comparisons in this category

wumpus-world-simulator and wumpus (41 vs 36) wumpus-world-simulator and WumpusWorld (41 vs 27) wumpus-world-simulator and Wumpus-world (41 vs 27) wumpus and WumpusWorld (36 vs 27) wumpus and WumpusWorld (36 vs 34) WumpusWorld and Wumpus-world (34 vs 27) wumpus and wumpusWorld (36 vs 29) wumpus and Wumpus-World (36 vs 21) WumpusWorld and wumpusWorld (34 vs 29) WumpusWorld and Wumpus-World (34 vs 21)