Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386907880> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4386907880 abstract "Understanding how machine learning models respond to distributional shifts is a key research challenge. Mazes serve as an excellent testbed due to varied generation algorithms offering a nuanced platform to simulate both subtle and pronounced distributional shifts. To enable systematic investigations of model behavior on out-of-distribution data, we present $texttt{maze-dataset}$, a comprehensive library for generating, processing, and visualizing datasets consisting of maze-solving tasks. With this library, researchers can easily create datasets, having extensive control over the generation algorithm used, the parameters fed to the algorithm of choice, and the filters that generated mazes must satisfy. Furthermore, it supports multiple output formats, including rasterized and text-based, catering to convolutional neural networks and autoregressive transformer models. These formats, along with tools for visualizing and converting between them, ensure versatility and adaptability in research applications." @default.
- W4386907880 created "2023-09-21" @default.
- W4386907880 creator A5002590033 @default.
- W4386907880 creator A5014641632 @default.
- W4386907880 creator A5025236648 @default.
- W4386907880 creator A5035525673 @default.
- W4386907880 creator A5052954668 @default.
- W4386907880 creator A5063383301 @default.
- W4386907880 creator A5064985679 @default.
- W4386907880 creator A5078351138 @default.
- W4386907880 creator A5092912338 @default.
- W4386907880 creator A5092912339 @default.
- W4386907880 creator A5092912340 @default.
- W4386907880 date "2023-09-19" @default.
- W4386907880 modified "2023-09-27" @default.
- W4386907880 title "A Configurable Library for Generating and Manipulating Maze Datasets" @default.
- W4386907880 doi "https://doi.org/10.48550/arxiv.2309.10498" @default.
- W4386907880 hasPublicationYear "2023" @default.
- W4386907880 type Work @default.
- W4386907880 citedByCount "0" @default.
- W4386907880 crossrefType "posted-content" @default.
- W4386907880 hasAuthorship W4386907880A5002590033 @default.
- W4386907880 hasAuthorship W4386907880A5014641632 @default.
- W4386907880 hasAuthorship W4386907880A5025236648 @default.
- W4386907880 hasAuthorship W4386907880A5035525673 @default.
- W4386907880 hasAuthorship W4386907880A5052954668 @default.
- W4386907880 hasAuthorship W4386907880A5063383301 @default.
- W4386907880 hasAuthorship W4386907880A5064985679 @default.
- W4386907880 hasAuthorship W4386907880A5078351138 @default.
- W4386907880 hasAuthorship W4386907880A5092912338 @default.
- W4386907880 hasAuthorship W4386907880A5092912339 @default.
- W4386907880 hasAuthorship W4386907880A5092912340 @default.
- W4386907880 hasBestOaLocation W43869078801 @default.
- W4386907880 hasConcept C111919701 @default.
- W4386907880 hasConcept C119599485 @default.
- W4386907880 hasConcept C119857082 @default.
- W4386907880 hasConcept C124101348 @default.
- W4386907880 hasConcept C127413603 @default.
- W4386907880 hasConcept C136764020 @default.
- W4386907880 hasConcept C149782125 @default.
- W4386907880 hasConcept C154945302 @default.
- W4386907880 hasConcept C159877910 @default.
- W4386907880 hasConcept C162324750 @default.
- W4386907880 hasConcept C165801399 @default.
- W4386907880 hasConcept C177606310 @default.
- W4386907880 hasConcept C18903297 @default.
- W4386907880 hasConcept C26517878 @default.
- W4386907880 hasConcept C31395832 @default.
- W4386907880 hasConcept C41008148 @default.
- W4386907880 hasConcept C66322947 @default.
- W4386907880 hasConcept C81363708 @default.
- W4386907880 hasConcept C86803240 @default.
- W4386907880 hasConceptScore W4386907880C111919701 @default.
- W4386907880 hasConceptScore W4386907880C119599485 @default.
- W4386907880 hasConceptScore W4386907880C119857082 @default.
- W4386907880 hasConceptScore W4386907880C124101348 @default.
- W4386907880 hasConceptScore W4386907880C127413603 @default.
- W4386907880 hasConceptScore W4386907880C136764020 @default.
- W4386907880 hasConceptScore W4386907880C149782125 @default.
- W4386907880 hasConceptScore W4386907880C154945302 @default.
- W4386907880 hasConceptScore W4386907880C159877910 @default.
- W4386907880 hasConceptScore W4386907880C162324750 @default.
- W4386907880 hasConceptScore W4386907880C165801399 @default.
- W4386907880 hasConceptScore W4386907880C177606310 @default.
- W4386907880 hasConceptScore W4386907880C18903297 @default.
- W4386907880 hasConceptScore W4386907880C26517878 @default.
- W4386907880 hasConceptScore W4386907880C31395832 @default.
- W4386907880 hasConceptScore W4386907880C41008148 @default.
- W4386907880 hasConceptScore W4386907880C66322947 @default.
- W4386907880 hasConceptScore W4386907880C81363708 @default.
- W4386907880 hasConceptScore W4386907880C86803240 @default.
- W4386907880 hasLocation W43869078801 @default.
- W4386907880 hasOpenAccess W4386907880 @default.
- W4386907880 hasPrimaryLocation W43869078801 @default.
- W4386907880 hasRelatedWork W1976538107 @default.
- W4386907880 hasRelatedWork W2144956799 @default.
- W4386907880 hasRelatedWork W2273814841 @default.
- W4386907880 hasRelatedWork W2961085424 @default.
- W4386907880 hasRelatedWork W3021430260 @default.
- W4386907880 hasRelatedWork W3027997911 @default.
- W4386907880 hasRelatedWork W3181746755 @default.
- W4386907880 hasRelatedWork W4251665579 @default.
- W4386907880 hasRelatedWork W4287776258 @default.
- W4386907880 hasRelatedWork W4306674287 @default.
- W4386907880 isParatext "false" @default.
- W4386907880 isRetracted "false" @default.
- W4386907880 workType "article" @default.