shehzaadzd / MINERVA
Meandering In Networks of Entities to Reach Verisimilar Answers
Why this job: works in the areas we cover, but does not say which job it does
What it does
MINERVA is a RL agent which answers queries in a knowledge graph of entities and relations. Starting from an entity node, MINERVA learns to navigate the graph conditioned on the input query till it reaches the answer entity. For example, give the query, (Colin Kaepernick, PLAYERHOMESTADIUM, ?), MINERVA takes the path in the knowledge graph below as highlighted. Note: Only the solid edges are observed in the graph, the dashed edges are unobsrved.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 16 days ago
- Stars
- 323
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 84% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 71% closed
- 8 still open
- Pull requests
- 4 merged
- 0 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 84%
- Shell 16%
Topics
- knowledge-graph
- natural-language-processing
- machine-learning
- reinforcement-learning
Project record
- JobOther AI tools
- StatusListed
- Commits34
- Forks90
- Watching10
- Stars in 28 days+1
- CreatedNov 26, 2017
- First seen by usNov 7, 2026
- CheckedNov 8, 2026