A vision-language-guided and deep reinforcement learning-enabled approach for unstructured human-robot collaborative manufacturing task fulfilment Article Swipe
Pai Zheng
,
Chengxi Li
,
Junming Fan
,
Lihui Wang
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1016/j.cirp.2024.04.003
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1016/j.cirp.2024.04.003
Related Topics
Concepts
Reinforcement learning
Task (project management)
Computer science
Human–computer interaction
Artificial intelligence
Interface (matter)
Representation (politics)
Robot
Task analysis
Engineering
Systems engineering
Parallel computing
Politics
Political science
Law
Bubble
Maximum bubble pressure method
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.cirp.2024.04.003
- OA Status
- hybrid
- Cited By
- 34
- References
- 17
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4394880521
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4394880521Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.cirp.2024.04.003Digital Object Identifier
- Title
-
A vision-language-guided and deep reinforcement learning-enabled approach for unstructured human-robot collaborative manufacturing task fulfilmentWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-01-01Full publication date if available
- Authors
-
Pai Zheng, Chengxi Li, Junming Fan, Lihui WangList of authors in order
- Landing page
-
https://doi.org/10.1016/j.cirp.2024.04.003Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1016/j.cirp.2024.04.003Direct OA link when available
- Concepts
-
Reinforcement learning, Task (project management), Computer science, Human–computer interaction, Artificial intelligence, Interface (matter), Representation (politics), Robot, Task analysis, Engineering, Systems engineering, Parallel computing, Politics, Political science, Law, Bubble, Maximum bubble pressure methodTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
34Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 32, 2024: 2Per-year citation counts (last 5 years)
- References (count)
-
17Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4394880521 |
|---|---|
| doi | https://doi.org/10.1016/j.cirp.2024.04.003 |
| ids.doi | https://doi.org/10.1016/j.cirp.2024.04.003 |
| ids.openalex | https://openalex.org/W4394880521 |
| fwci | 21.63109528 |
| type | article |
| title | A vision-language-guided and deep reinforcement learning-enabled approach for unstructured human-robot collaborative manufacturing task fulfilment |
| biblio.issue | 1 |
| biblio.volume | 73 |
| biblio.last_page | 344 |
| biblio.first_page | 341 |
| topics[0].id | https://openalex.org/T10653 |
| topics[0].field.id | https://openalex.org/fields/22 |
| topics[0].field.display_name | Engineering |
| topics[0].score | 0.9991999864578247 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2207 |
| topics[0].subfield.display_name | Control and Systems Engineering |
| topics[0].display_name | Robot Manipulation and Learning |
| topics[1].id | https://openalex.org/T10462 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9970999956130981 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1702 |
| topics[1].subfield.display_name | Artificial Intelligence |
| topics[1].display_name | Reinforcement Learning in Robotics |
| topics[2].id | https://openalex.org/T11687 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.9965000152587891 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2210 |
| topics[2].subfield.display_name | Mechanical Engineering |
| topics[2].display_name | Teleoperation and Haptic Systems |
| is_xpac | False |
| apc_list.value | 3190 |
| apc_list.currency | USD |
| apc_list.value_usd | 3190 |
| apc_paid.value | 3190 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 3190 |
| concepts[0].id | https://openalex.org/C97541855 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7948675751686096 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q830687 |
| concepts[0].display_name | Reinforcement learning |
| concepts[1].id | https://openalex.org/C2780451532 |
| concepts[1].level | 2 |
| concepts[1].score | 0.7653199434280396 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q759676 |
| concepts[1].display_name | Task (project management) |
| concepts[2].id | https://openalex.org/C41008148 |
| concepts[2].level | 0 |
| concepts[2].score | 0.6787036657333374 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[2].display_name | Computer science |
| concepts[3].id | https://openalex.org/C107457646 |
| concepts[3].level | 1 |
| concepts[3].score | 0.5702967643737793 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q207434 |
| concepts[3].display_name | Human–computer interaction |
| concepts[4].id | https://openalex.org/C154945302 |
| concepts[4].level | 1 |
| concepts[4].score | 0.5572823286056519 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[4].display_name | Artificial intelligence |
| concepts[5].id | https://openalex.org/C113843644 |
| concepts[5].level | 4 |
| concepts[5].score | 0.5056333541870117 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q901882 |
| concepts[5].display_name | Interface (matter) |
| concepts[6].id | https://openalex.org/C2776359362 |
| concepts[6].level | 3 |
| concepts[6].score | 0.48437461256980896 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q2145286 |
| concepts[6].display_name | Representation (politics) |
| concepts[7].id | https://openalex.org/C90509273 |
| concepts[7].level | 2 |
| concepts[7].score | 0.4715592563152313 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11012 |
| concepts[7].display_name | Robot |
| concepts[8].id | https://openalex.org/C175154964 |
| concepts[8].level | 3 |
| concepts[8].score | 0.4157501459121704 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q380077 |
| concepts[8].display_name | Task analysis |
| concepts[9].id | https://openalex.org/C127413603 |
| concepts[9].level | 0 |
| concepts[9].score | 0.2836928367614746 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[9].display_name | Engineering |
| concepts[10].id | https://openalex.org/C201995342 |
| concepts[10].level | 1 |
| concepts[10].score | 0.12100619077682495 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q682496 |
| concepts[10].display_name | Systems engineering |
| concepts[11].id | https://openalex.org/C173608175 |
| concepts[11].level | 1 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q232661 |
| concepts[11].display_name | Parallel computing |
| concepts[12].id | https://openalex.org/C94625758 |
| concepts[12].level | 2 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7163 |
| concepts[12].display_name | Politics |
| concepts[13].id | https://openalex.org/C17744445 |
| concepts[13].level | 0 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q36442 |
| concepts[13].display_name | Political science |
| concepts[14].id | https://openalex.org/C199539241 |
| concepts[14].level | 1 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q7748 |
| concepts[14].display_name | Law |
| concepts[15].id | https://openalex.org/C157915830 |
| concepts[15].level | 2 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q2928001 |
| concepts[15].display_name | Bubble |
| concepts[16].id | https://openalex.org/C129307140 |
| concepts[16].level | 3 |
| concepts[16].score | 0.0 |
| concepts[16].wikidata | https://www.wikidata.org/wiki/Q6795880 |
| concepts[16].display_name | Maximum bubble pressure method |
| keywords[0].id | https://openalex.org/keywords/reinforcement-learning |
| keywords[0].score | 0.7948675751686096 |
| keywords[0].display_name | Reinforcement learning |
| keywords[1].id | https://openalex.org/keywords/task |
| keywords[1].score | 0.7653199434280396 |
| keywords[1].display_name | Task (project management) |
| keywords[2].id | https://openalex.org/keywords/computer-science |
| keywords[2].score | 0.6787036657333374 |
| keywords[2].display_name | Computer science |
| keywords[3].id | https://openalex.org/keywords/human–computer-interaction |
| keywords[3].score | 0.5702967643737793 |
| keywords[3].display_name | Human–computer interaction |
| keywords[4].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[4].score | 0.5572823286056519 |
| keywords[4].display_name | Artificial intelligence |
| keywords[5].id | https://openalex.org/keywords/interface |
| keywords[5].score | 0.5056333541870117 |
| keywords[5].display_name | Interface (matter) |
| keywords[6].id | https://openalex.org/keywords/representation |
| keywords[6].score | 0.48437461256980896 |
| keywords[6].display_name | Representation (politics) |
| keywords[7].id | https://openalex.org/keywords/robot |
| keywords[7].score | 0.4715592563152313 |
| keywords[7].display_name | Robot |
| keywords[8].id | https://openalex.org/keywords/task-analysis |
| keywords[8].score | 0.4157501459121704 |
| keywords[8].display_name | Task analysis |
| keywords[9].id | https://openalex.org/keywords/engineering |
| keywords[9].score | 0.2836928367614746 |
| keywords[9].display_name | Engineering |
| keywords[10].id | https://openalex.org/keywords/systems-engineering |
| keywords[10].score | 0.12100619077682495 |
| keywords[10].display_name | Systems engineering |
| language | en |
| locations[0].id | doi:10.1016/j.cirp.2024.04.003 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S2898225552 |
| locations[0].source.issn | 0007-8506, 1660-2773, 1726-0604 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 0007-8506 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | CIRP Annals |
| locations[0].source.host_organization | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_name | Elsevier BV |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_lineage_names | Elsevier BV |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | CIRP Annals |
| locations[0].landing_page_url | https://doi.org/10.1016/j.cirp.2024.04.003 |
| locations[1].id | pmh:oai:ira.lib.polyu.edu.hk:10397/110001 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306400205 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PolyU Institutional Research Archive (Hong Kong Polytechnic University) |
| locations[1].source.host_organization | https://openalex.org/I14243506 |
| locations[1].source.host_organization_name | Hong Kong Polytechnic University |
| locations[1].source.host_organization_lineage | https://openalex.org/I14243506 |
| locations[1].license | other-oa |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | Journal/Magazine Article |
| locations[1].license_id | https://openalex.org/licenses/other-oa |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | http://hdl.handle.net/10397/110001 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5079101040 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-2329-8634 |
| authorships[0].author.display_name | Pai Zheng |
| authorships[0].countries | HK |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I14243506 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region (HKSAR), China |
| authorships[0].institutions[0].id | https://openalex.org/I14243506 |
| authorships[0].institutions[0].ror | https://ror.org/0030zas98 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I14243506 |
| authorships[0].institutions[0].country_code | HK |
| authorships[0].institutions[0].display_name | Hong Kong Polytechnic University |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Pai Zheng |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region (HKSAR), China |
| authorships[1].author.id | https://openalex.org/A5015383599 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-1921-7448 |
| authorships[1].author.display_name | Chengxi Li |
| authorships[1].countries | HK |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I14243506 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region (HKSAR), China |
| authorships[1].institutions[0].id | https://openalex.org/I14243506 |
| authorships[1].institutions[0].ror | https://ror.org/0030zas98 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I14243506 |
| authorships[1].institutions[0].country_code | HK |
| authorships[1].institutions[0].display_name | Hong Kong Polytechnic University |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Chengxi Li |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region (HKSAR), China |
| authorships[2].author.id | https://openalex.org/A5028611772 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-9317-0428 |
| authorships[2].author.display_name | Junming Fan |
| authorships[2].countries | HK |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I14243506 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region (HKSAR), China |
| authorships[2].institutions[0].id | https://openalex.org/I14243506 |
| authorships[2].institutions[0].ror | https://ror.org/0030zas98 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I14243506 |
| authorships[2].institutions[0].country_code | HK |
| authorships[2].institutions[0].display_name | Hong Kong Polytechnic University |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Junming Fan |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region (HKSAR), China |
| authorships[3].author.id | https://openalex.org/A5100434965 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-8679-8049 |
| authorships[3].author.display_name | Lihui Wang |
| authorships[3].countries | SE |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I86987016 |
| authorships[3].affiliations[0].raw_affiliation_string | Department of Production Engineering, KTH Royal Institute of Technology, Sweden |
| authorships[3].institutions[0].id | https://openalex.org/I86987016 |
| authorships[3].institutions[0].ror | https://ror.org/026vcq606 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I86987016 |
| authorships[3].institutions[0].country_code | SE |
| authorships[3].institutions[0].display_name | KTH Royal Institute of Technology |
| authorships[3].author_position | last |
| authorships[3].raw_author_name | Lihui Wang |
| authorships[3].is_corresponding | True |
| authorships[3].raw_affiliation_strings | Department of Production Engineering, KTH Royal Institute of Technology, Sweden |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1016/j.cirp.2024.04.003 |
| open_access.oa_status | hybrid |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | A vision-language-guided and deep reinforcement learning-enabled approach for unstructured human-robot collaborative manufacturing task fulfilment |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10653 |
| primary_topic.field.id | https://openalex.org/fields/22 |
| primary_topic.field.display_name | Engineering |
| primary_topic.score | 0.9991999864578247 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2207 |
| primary_topic.subfield.display_name | Control and Systems Engineering |
| primary_topic.display_name | Robot Manipulation and Learning |
| related_works | https://openalex.org/W4306904969, https://openalex.org/W2138720691, https://openalex.org/W4362501864, https://openalex.org/W4380318855, https://openalex.org/W3084456289, https://openalex.org/W2024136090, https://openalex.org/W4391331176, https://openalex.org/W2031695474, https://openalex.org/W2586732548, https://openalex.org/W2967461658 |
| cited_by_count | 34 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 32 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 2 |
| locations_count | 2 |
| best_oa_location.id | doi:10.1016/j.cirp.2024.04.003 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S2898225552 |
| best_oa_location.source.issn | 0007-8506, 1660-2773, 1726-0604 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | 0007-8506 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | CIRP Annals |
| best_oa_location.source.host_organization | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_name | Elsevier BV |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_lineage_names | Elsevier BV |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | CIRP Annals |
| best_oa_location.landing_page_url | https://doi.org/10.1016/j.cirp.2024.04.003 |
| primary_location.id | doi:10.1016/j.cirp.2024.04.003 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S2898225552 |
| primary_location.source.issn | 0007-8506, 1660-2773, 1726-0604 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 0007-8506 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | CIRP Annals |
| primary_location.source.host_organization | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_name | Elsevier BV |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_lineage_names | Elsevier BV |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | CIRP Annals |
| primary_location.landing_page_url | https://doi.org/10.1016/j.cirp.2024.04.003 |
| publication_date | 2024-01-01 |
| publication_year | 2024 |
| referenced_works | https://openalex.org/W4365816385, https://openalex.org/W4224884377, https://openalex.org/W3197128667, https://openalex.org/W6848466450, https://openalex.org/W6787594191, https://openalex.org/W4224230228, https://openalex.org/W6739901393, https://openalex.org/W6804602582, https://openalex.org/W4306399934, https://openalex.org/W4310541177, https://openalex.org/W6814003322, https://openalex.org/W3214738088, https://openalex.org/W6747769535, https://openalex.org/W6775233535, https://openalex.org/W3207626483, https://openalex.org/W4255556797, https://openalex.org/W41554520 |
| referenced_works_count | 17 |
| abstract_inverted_index | |
| cited_by_percentile_year.max | 100 |
| cited_by_percentile_year.min | 94 |
| corresponding_author_ids | https://openalex.org/A5100434965 |
| countries_distinct_count | 2 |
| institutions_distinct_count | 4 |
| corresponding_institution_ids | https://openalex.org/I86987016 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.4399999976158142 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.99452534 |
| citation_normalized_percentile.is_in_top_1_percent | True |
| citation_normalized_percentile.is_in_top_10_percent | True |