Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297828187> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4297828187 abstract "Mapping states to actions in deep reinforcement learning is mainly based on visual information. The commonly used approach for dealing with visual information is to extract pixels from images and use them as state representation for reinforcement learning agent. But, any vision only agent is handicapped by not being able to sense audible cues. Using hearing, animals are able to sense targets that are outside of their visual range. In this work, we propose the use of audio as complementary information to visual only in state representation. We assess the impact of such multi-modal setup in reach-the-goal tasks in ViZDoom environment. Results show that the agent improves its behavior when visual information is accompanied with audio features." @default.
- W4297828187 created "2022-10-01" @default.
- W4297828187 creator A5037259225 @default.
- W4297828187 creator A5041496775 @default.
- W4297828187 creator A5048689678 @default.
- W4297828187 creator A5073024862 @default.
- W4297828187 date "2019-05-10" @default.
- W4297828187 modified "2023-09-24" @default.
- W4297828187 title "Do Autonomous Agents Benefit from Hearing?" @default.
- W4297828187 doi "https://doi.org/10.48550/arxiv.1905.04192" @default.
- W4297828187 hasPublicationYear "2019" @default.
- W4297828187 type Work @default.
- W4297828187 citedByCount "0" @default.
- W4297828187 crossrefType "posted-content" @default.
- W4297828187 hasAuthorship W4297828187A5037259225 @default.
- W4297828187 hasAuthorship W4297828187A5041496775 @default.
- W4297828187 hasAuthorship W4297828187A5048689678 @default.
- W4297828187 hasAuthorship W4297828187A5073024862 @default.
- W4297828187 hasBestOaLocation W42978281871 @default.
- W4297828187 hasConcept C107457646 @default.
- W4297828187 hasConcept C111370547 @default.
- W4297828187 hasConcept C11413529 @default.
- W4297828187 hasConcept C154945302 @default.
- W4297828187 hasConcept C15744967 @default.
- W4297828187 hasConcept C17744445 @default.
- W4297828187 hasConcept C185592680 @default.
- W4297828187 hasConcept C188027245 @default.
- W4297828187 hasConcept C199539241 @default.
- W4297828187 hasConcept C2776359362 @default.
- W4297828187 hasConcept C3017588708 @default.
- W4297828187 hasConcept C31972630 @default.
- W4297828187 hasConcept C41008148 @default.
- W4297828187 hasConcept C48103436 @default.
- W4297828187 hasConcept C49774154 @default.
- W4297828187 hasConcept C67203356 @default.
- W4297828187 hasConcept C71139939 @default.
- W4297828187 hasConcept C77805123 @default.
- W4297828187 hasConcept C94625758 @default.
- W4297828187 hasConcept C97541855 @default.
- W4297828187 hasConceptScore W4297828187C107457646 @default.
- W4297828187 hasConceptScore W4297828187C111370547 @default.
- W4297828187 hasConceptScore W4297828187C11413529 @default.
- W4297828187 hasConceptScore W4297828187C154945302 @default.
- W4297828187 hasConceptScore W4297828187C15744967 @default.
- W4297828187 hasConceptScore W4297828187C17744445 @default.
- W4297828187 hasConceptScore W4297828187C185592680 @default.
- W4297828187 hasConceptScore W4297828187C188027245 @default.
- W4297828187 hasConceptScore W4297828187C199539241 @default.
- W4297828187 hasConceptScore W4297828187C2776359362 @default.
- W4297828187 hasConceptScore W4297828187C3017588708 @default.
- W4297828187 hasConceptScore W4297828187C31972630 @default.
- W4297828187 hasConceptScore W4297828187C41008148 @default.
- W4297828187 hasConceptScore W4297828187C48103436 @default.
- W4297828187 hasConceptScore W4297828187C49774154 @default.
- W4297828187 hasConceptScore W4297828187C67203356 @default.
- W4297828187 hasConceptScore W4297828187C71139939 @default.
- W4297828187 hasConceptScore W4297828187C77805123 @default.
- W4297828187 hasConceptScore W4297828187C94625758 @default.
- W4297828187 hasConceptScore W4297828187C97541855 @default.
- W4297828187 hasLocation W42978281871 @default.
- W4297828187 hasOpenAccess W4297828187 @default.
- W4297828187 hasPrimaryLocation W42978281871 @default.
- W4297828187 hasRelatedWork W108844849 @default.
- W4297828187 hasRelatedWork W1517376691 @default.
- W4297828187 hasRelatedWork W1526869945 @default.
- W4297828187 hasRelatedWork W1893841543 @default.
- W4297828187 hasRelatedWork W2021383747 @default.
- W4297828187 hasRelatedWork W2146536686 @default.
- W4297828187 hasRelatedWork W2604231787 @default.
- W4297828187 hasRelatedWork W4313266811 @default.
- W4297828187 hasRelatedWork W2137698196 @default.
- W4297828187 hasRelatedWork W2510439428 @default.
- W4297828187 isParatext "false" @default.
- W4297828187 isRetracted "false" @default.
- W4297828187 workType "article" @default.