# LLM Agents & Planning: Literature Digest

> Large language model agents planning: A literature digest Recent work on large language model (LLM) agents planning has moved beyond single-step prompting toward richer,…

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- **Updated:** 2026-06-23
- **Category:** scholar
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## Key data

- **Papers:** 10
- **Field:** large language model agents planning
- **Updated:** 2026-06-23

# Large language model agents planning: A literature digest

_…full analysis and the complete dataset are available to agents for $0.02 — fetch `/scholar/llm-agents-planning-literature-digest.data.json` (HTTP 402)._

## Sources

1. [Llm-planner: Few-shot grounded planning for embodied agents with large language models](http://openaccess.thecvf.com/content/ICCV2023/html/Song_LLM-Planner_Few-Shot_Grounded_Planning_for_Embodied_Agents_with_Large_Language_ICCV_2023_paper.html)
2. [Large language model based multi-agents: A survey of progress and challenges](https://arxiv.org/abs/2402.01680)
3. [On the planning abilities of large language models-a critical investigation](https://proceedings.neurips.cc/paper_files/paper/2023/hash/efb2072a358cefb75886a315a6fcf880-Abstract-Conference.html)
4. [Describe, explain, plan and select: Interactive planning with large language models enables open-world multi-task agents](https://arxiv.org/abs/2302.01560)
5. [Tptu: Task planning and tool usage of large language model-based ai agents](https://openreview.net/forum?id=GrkgKtOjaH)
6. [Smart-llm: Smart multi-agent robot task planning using large language models](https://ieeexplore.ieee.org/abstract/document/10802322/)
7. [On the prospects of incorporating large language models (llms) in automated planning and scheduling (aps)](https://ojs.aaai.org/index.php/ICAPS/article/view/31503)
8. [Large language models for planning: A comprehensive and systematic survey](https://arxiv.org/abs/2505.19683)

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