MULTIMODAL INFORMATION PROCESSING AND BEHAVIOUR GENERATION OF HUMANOID ROBOTS BASED ON PALM 2 MODEL AND MULTIMODAL TRANSFORMER ARCHITECTURE, 648-664. SI

In response to the low efficiency of behaviour decision-makingand generation for humanoid robots, single data modality, anddifficulty in effectively integrating information from differentmodalities, this article combines Pathways Language Model 2(PaLM 2) and multimodal Transformer architecture to study themultimodal information processing and behaviour generation ofhumanoid robots.

Publication Details

Journal
International Journal of Robotics and Automation
Published
2025-01-01
DOI
https://doi.org/10.2316/j.2025.206-1233
Primary Topic
Robotics and Automated Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

MULTIMODAL INFORMATION PROCESSING AND BEHAVIOUR GENERATION OF HUMANOID ROBOTS BASED ON PALM 2 MODEL AND MULTIMODAL TRANSFORMER ARCHITECTURE, 648-664. SI

International Journal of Robotics and Automation
Robotics and Automated Systems
article

MULTIMODAL INFORMATION PROCESSING AND BEHAVIOUR GENERATION OF HUMANOID ROBOTS BASED ON PALM 2 MODEL AND MULTIMODAL TRANSFORMER ARCHITECTURE, 648-664. SI

article en

Abstract

In response to the low efficiency of behaviour decision-makingand generation for humanoid robots, single data modality, anddifficulty in effectively integrating information from differentmodalities, this article combines Pathways Language Model 2(PaLM 2) and multimodal Transformer architecture to study themultimodal information processing and behaviour generation ofhumanoid robots.

International Journal of Robotics and AutomationVol. 40(8)
Openalex Percentile: Top 80%
Robotics and Automated Systems
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MULTIMODAL INFORMATION PROCESSING AND BEHAVIOUR GENERATION OF HUMANOID ROBOTS BASED ON PALM 2 MODEL AND MULTIMODAL TRANSFORMER ARCHITECTURE, 648-664. SI · International Journal of Robotics and Automation (2025) | TGRS Research Map | TGRS