# weitianxin/Awesome-Agentic-Reasoning

A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"

Repository: https://github.com/weitianxin/Awesome-Agentic-Reasoning
Canonical: https://ross.abutalabs.com/products/awesome-agentic-reasoning
Homepage: https://arxiv.org/abs/2601.12538
License: MIT
License Family: permissive
Topics: agent, agentic-ai, awesome-resources, generative-ai, large-language-models, reasoning, survey
Last push: 2026-03-09T20:08:02+00:00

## Health v2 (maintenance only)
Score: 49/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 71, release rhythm 35, longevity 26
- inputs: {"age_days": 367, "days_push": 177, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1351, forks 101 (observed 2026-08-28T04:04:28.294932+00:00)

## What it is
A curated awesome-list of papers and resources accompanying the survey 'Agentic Reasoning for Large Language Models'. It organizes research into planning, tool use, agentic search, self-evolution via memory and feedback, and multi-agent reasoning.

## Use cases
- find papers on agentic reasoning for LLMs
- research tool use and planning in LLM agents
- survey multi-agent reasoning literature
- get up to speed on self-evolving AI agents
- find benchmarks for agentic LLM systems
- literature review for a paper on LLM reasoning agents

## When to choose
- you need a curated, survey-backed reading list on agentic reasoning
- you are a researcher or student entering the LLM agent field
- you want categorized papers on planning, tool use, memory, and multi-agent systems

## When to avoid
- you need runnable code or a library rather than papers
- you want a general LLM resource list not focused on agentic reasoning
- you need production tooling for building agents

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation, developer-tools
- domain: artificial-intelligence, large-language-models, tutorials, awesome-lists
- platform: cross-platform
- tags: awesome-list, survey, agentic-reasoning, papers, llm-agents, research, ai-agents

## Member repositories
- weitianxin/Awesome-Agentic-Reasoning (main) score 49

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:28.294932+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:42:14.461571+00:00, confidence not recorded.
  - readme: https://github.com/weitianxin/Awesome-Agentic-Reasoning (fetched 2026-08-28T04:04:28.294932+00:00, sha eea71fc0fab9)
  - homepage: https://arxiv.org/abs/2601.12538 (fetched 2026-08-29T12:01:21.936924+00:00, sha f772cb890bdb)
  - site_page: https://info.arxiv.org/about/donate.html (fetched 2026-08-29T12:01:21.946183+00:00, sha cca9c3a11c56)
  - site_page: https://info.arxiv.org/about/ourmembers.html (fetched 2026-08-29T12:01:21.949305+00:00, sha 47cbc55ff1de)
  - site_page: https://info.arxiv.org/about (fetched 2026-08-29T12:01:21.951111+00:00, sha a1f16f915a9a)
  - site_page: https://info.arxiv.org/labs/index.html (fetched 2026-08-29T12:01:21.947833+00:00, sha b14a8d05a0ec)
- Data as of 2026-08-30T08:39:29.467469+00:00.