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 15 wumpus world simulators frameworks tracked. The highest-rated is allenai/ScienceWorld at 41/100 with 342 stars.

Get all 15 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	allenai/ScienceWorld ScienceWorld is a text-based virtual environment centered around...	41	Emerging	342	Scala
2	holderlb/wumpus-world-simulator Simulator for the AI Wumpus World game in C++ with Python wrapper.	34	Emerging	16	C++
3	drbeco/wumpus Hunt The Wumpus - Wumpus World Simulator	29	Experimental	7	Prolog
4	psyclone20/WumpusWorld A solution to the renowned Wumpus World problem from Artificial Intelligence.	27	Experimental	5	Java
5	fabioo29/ai-wumpus-world Intelligent agent that plays the wumpus world game. SWI-Prolog was used for...	23	Experimental	1	Prolog
6	TulshiDas39/wumpusWorld Wumpus world simulation using AI-logic	22	Experimental	1	Java
7	Evozone/wumpus-AI-agent A Wumpus World game with an AI agent that plays it.	20	Experimental	7	Python
8	nrupeshsurya/Wumpus-world Classic Wumpus World problem coded in python.	20	Experimental	6	Python
9	bbugyi200/WumpusWorld Stuart Russel and Peter Norvig's Wumpus World environment...	20	Experimental	7	Python
10	Mercerenies/net-game Adaptive text-based RPG that uses Wikipedia data to generate the game world	14	Experimental	7	Common Lisp
11	KamruzzamanAsif/Wumpus-World A game of self observing AI agent in wumpus world	14	Experimental	1	TypeScript
12	dzungphieuluuky/WumpusWorld Knowledge-based AI Agent with reasoning built with knowledge-based full...	12	Experimental	1	Python
13	nadinCodeHat/Among-Us Simple Among Us game for finding the imposter in Prolog.	12	Experimental	3	Prolog
14	armeninants/wumpus-world-game-prolog Wumpus World implementation in SWI-Prolog	10	Experimental	1	JavaScript
15	ShamyaHaria/Wumpus-World A Wumpus World Simulator	10	Experimental	1	JavaScript

Comparisons in this category

wumpus-world-simulator and wumpus (34 vs 29) wumpus-world-simulator and WumpusWorld (34 vs 20) wumpus-world-simulator and Wumpus-world (34 vs 20) WumpusWorld and wumpusWorld (27 vs 22)