salesforce / MultiHopKG

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Date Created 2018-09-26 (6 years ago)

Commits 32 (last one 2 months ago)

Stargazers 302 (0 this week)

Watchers 15 (0 this week)

Forks 77

License bsd-3-clause

Ranking

RepositoryStats indexes 595,856 repositories, of these salesforce/MultiHopKG is ranked #134,024 (78th percentile) for total stargazers, and #146,501 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #2,982/17,543.

salesforce/MultiHopKG is also tagged with popular topics, for these it's ranked: pytorch (#1,937/6025), reinforcement-learning (#413/1337), knowledge-graph (#121/385)

Other Information

salesforce/MultiHopKG has 2 open pull requests on Github, 4 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 6 open issues and 23 closed issues.

Homepage URL: https://arxiv.org/abs/1808.10568

All Topics

pytorch action-dropout reward-shaping knowledge-graph policy-gradient multi-hop-reasoning reinforcement-learning

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7 commits on the default branch (master) since jan '22

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updated: 2024-12-12 @ 11:45pm, id: 150488867 / R_kgDOCPhHIw