--- title: "lerobot vs LLM-Agent-Paper-List" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/huggingface-lerobot-vs-woooodyy-llm-agent-paper-list" tools: ["huggingface-lerobot", "woooodyy-llm-agent-paper-list"] --- # lerobot vs LLM-Agent-Paper-List *GraphCanon updated Jul 12, 2026* ## Verdict Pick lerobot when tags unique to lerobot: end-to-end learning, robotics; pick LLM-Agent-Paper-List when tags unique to LLM-Agent-Paper-List: llm, nlp, survey, large-language-models. [lerobot](https://huggingface.co/docs/lerobot) reports 26k GitHub stars, 5.1k forks, and 887 open issues, last pushed Jul 11, 2026. [LLM-Agent-Paper-List](https://arxiv.org/abs/2309.07864) has 8.2k stars, 492 forks, and 25 open issues, last pushed Sep 12, 2025. Figures are from public GitHub metadata via [lerobot's repository](https://github.com/huggingface/lerobot) and [LLM-Agent-Paper-List's repository](https://github.com/WooooDyy/LLM-Agent-Paper-List). | | [lerobot](/tools/huggingface-lerobot.md) | [LLM-Agent-Paper-List](/tools/woooodyy-llm-agent-paper-list.md) | | --- | --- | --- | | Tagline | Making AI for Robotics more accessible with end-to-end learning | The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al. | | Stars | 25,714 | 8,159 | | Forks | 5,053 | 492 | | Open issues | 887 | 25 | | Language | Python | - | | Adopt for | - | LLM-Agent-Paper-List is a meticulously curated collection focused on essential research papers related to AI agents built using Large Language Models, encompassing reinforcement learning frameworks and methodologies. It’ | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | - | | Categories | Model Training, Developer Tools | AI Agents, LLM Frameworks, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [lerobot](/tools/huggingface-lerobot.md) | [LLM-Agent-Paper-List](/tools/woooodyy-llm-agent-paper-list.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 302d | | Open issues (now) | 887 | 25 | | Owner type | Organization | User | | Full report | [trust report](/tools/huggingface-lerobot/trust.md) | [trust report](/tools/woooodyy-llm-agent-paper-list/trust.md) | ## Decision facts: LLM-Agent-Paper-List - **Adopt for:** LLM-Agent-Paper-List is a meticulously curated collection focused on essential research papers related to AI agents built using Large Language Models, encompassing reinforcement learning frameworks and methodologies. It’ ## Choose when ### Choose lerobot if… - Tags unique to lerobot: end-to-end learning, robotics. - Also covers Developer Tools. - More GitHub stars (26k vs 8.2k) - visibility, not fit. ### Choose LLM-Agent-Paper-List if… - Tags unique to LLM-Agent-Paper-List: llm, nlp, survey, large-language-models. - Also covers AI Agents, LLM Frameworks. - Ideal for researchers and developers deeply interested in the theory and applications of LLM-based agents. ## When NOT to use lerobot - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use LLM-Agent-Paper-List - Not suitable if your focus is on traditional machine learning models without a language model foundation. - May not be as helpful if you are looking for resources outside the scope of large language model-based agents, such as purely statistical modeling techniques. ## Common questions ### What is the difference between lerobot and LLM-Agent-Paper-List? lerobot: Making AI for Robotics more accessible with end-to-end learning. LLM-Agent-Paper-List: The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.. See the comparison table for live GitHub stats and shared categories. ### When should I choose lerobot over LLM-Agent-Paper-List? Choose lerobot over LLM-Agent-Paper-List when Tags unique to lerobot: end-to-end learning, robotics; Also covers Developer Tools; More GitHub stars (26k vs 8.2k) - visibility, not fit. ### When should I choose LLM-Agent-Paper-List over lerobot? Choose LLM-Agent-Paper-List over lerobot when Tags unique to LLM-Agent-Paper-List: llm, nlp, survey, large-language-models; Also covers AI Agents, LLM Frameworks; Ideal for researchers and developers deeply interested in the theory and applications of LLM-based agents. ### When should I avoid lerobot? Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid LLM-Agent-Paper-List? Not suitable if your focus is on traditional machine learning models without a language model foundation. May not be as helpful if you are looking for resources outside the scope of large language model-based agents, such as purely statistical modeling techniques. ### Is lerobot or LLM-Agent-Paper-List more popular on GitHub? lerobot has more GitHub stars (25,714 vs 8,159). Stars measure visibility, not whether either tool fits your constraints. ### Are lerobot and LLM-Agent-Paper-List open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to lerobot or LLM-Agent-Paper-List? GraphCanon lists graph-backed alternatives at [lerobot alternatives](/tools/huggingface-lerobot/alternatives) and [LLM-Agent-Paper-List alternatives](/tools/woooodyy-llm-agent-paper-list/alternatives) ([lerobot markdown twin](/tools/huggingface-lerobot/alternatives.md), [LLM-Agent-Paper-List markdown twin](/tools/woooodyy-llm-agent-paper-list/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/huggingface-lerobot-vs-woooodyy-llm-agent-paper-list.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, lerobot or LLM-Agent-Paper-List? lerobot: Very active. LLM-Agent-Paper-List: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for lerobot and LLM-Agent-Paper-List? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [lerobot trust report](/tools/huggingface-lerobot/trust); [LLM-Agent-Paper-List trust report](/tools/woooodyy-llm-agent-paper-list/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=huggingface-lerobot`](/api/graphcanon/graph?tool=huggingface-lerobot) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_