# Self-MAP

A conversational web-agent implementation with candidate ranking and memory-assisted action planning, including optional memory simplification, refinement and self-reflection modules.

- Catalog URL: https://awesomecua.github.io/resources/github-magicgh-self-map/
- Original source: https://github.com/magicgh/Self-MAP
- Kind: framework
- Review: curated
- Scope: core
- Environments: web
- Topics: web-navigation, memory, self-reflection, planning
- Evidence checked: 2026-10-17T12:30:55Z
- ID: github:magicgh/self-map

## Limitations

The source tree provides candidate-generation and action-prediction training/evaluation scripts. Its documented workflow requires separately downloaded MT-Mind2Web data and configured model/API paths. The README cites the ACL publication by DOI; a retained original arXiv abstract explicitly names Self-MAP and MT-Mind2Web and supplies the catalog paper relation without a new bibliography entity. MIT is the code license; the separate data artifact declares CC-BY-4.0.

- Record JSON: https://awesomecua.github.io/resources/github-magicgh-self-map/record.json

## License declarations

- code: MIT — https://raw.githubusercontent.com/magicgh/Self-MAP/HEAD/LICENSE
- data: not recorded
- document: not recorded
- weights: not recorded

- code review: Project source LICENSE; separate dataset license is not folded into the code slot.
  Sources: https://raw.githubusercontent.com/magicgh/Self-MAP/HEAD/LICENSE

## Primary evidence

- https://raw.githubusercontent.com/magicgh/self-map/HEAD/README.md (retrieved 2026-10-17T12:30:55Z; SHA-256 693197cb807e3ab4d5afda9de35dd51342b4feb18e68b8ccfcdaa370399dbeb3)
- https://api.github.com/repos/magicgh/self-map (retrieved 2026-10-17T12:30:54Z; SHA-256 82c425841c94bf129c4fbd1e70029c581aa1488d5f85cdd23aa0f292092146f0)
- https://api.github.com/repos/magicgh/Self-MAP/git/trees/main?recursive=1 (retrieved 2026-10-17T12:32:05Z; SHA-256 8d844f227c457321640231ab3a4953457e3c6cfeab8d8f4803f8aa01dc15a8f8)
- https://export.arxiv.org/api/query?search_query=%28ti%3A%22computer+use%22+OR+ti%3A%22computer-use%22+OR+ti%3A%22GUI+agent%22+OR+ti%3A%22GUI+agents%22+OR+ti%3A%22GUI+grounding%22+OR+ti%3A%22web+agents%22+OR+ti%3A%22browser+agent%22%29+AND+submittedDate%3A%5B200001010000+TO+202610160636%5D&start=800&max_results=100&sortBy=submittedDate&sortOrder=descending (retrieved 2026-10-16T06:36:58Z; SHA-256 c87e97eb397da04806d53145cf9c13be739fc657bb54dca9318c8c4ed2a36249)
- https://raw.githubusercontent.com/magicgh/Self-MAP/HEAD/LICENSE (retrieved 2026-10-17T12:34:10Z; SHA-256 f271c479b19a620600d18fc2265224205bf71483b969672d3f6acd9bc552b3f5)