MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments

This paper is an initial endeavor to bridge the gap between powerful Deep Reinforcement Learning methodologies and the problem of exploration/coverage of unknown terrains. Within this scope, MarsExplorer, an openai-gym compatible environment tailored to exploration/coverage of unknown areas, is pres...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Dimitrios I. Koutras, Athanasios C. Kapoutsis, Angelos A. Amanatiadis, Elias B. Kosmatopoulos
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
Acceso en línea:https://doaj.org/article/89b0f32561004c3ea99cdb0421579ba6
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares