External pipelines · RISE project catalogue
Agent Laboratory
An end-to-end autonomous research workflow (arXiv:2501.04227) that guides a research idea through three phases — literature review, experimentation, and report writing — with specialized LLM-driven agents and external tools (arXiv, Hugging Face, Python, LaTeX). The companion **AgentRxiv** framework lets agents share and build on each other's outputs cumulatively.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by Samuel Schmidgall, community
How studies reach it
No published study reaches it yet.
Disciplines it reaches
No study reaches it yet.
Solid: published studies. Light: examples.
Computed from the records on this site: what each study, template and specialist names as used, which study extends which, and who contributed what. 0 studies in total.
What it does
Treats *cumulative agentic research* as a first-class concern via AgentRxiv: agents upload, retrieve, and build on prior agentic work. Distinguishes itself from one-shot pipelines by explicitly modeling iterative community-of-agents progress.
- Focus
- end-to-end
- Inputs
- research-idea, dataset
- Outputs
- paper-draft, code, experiment-logs
- Architecture
- multi-agent, human-in-loop, tool-use, iterative-loop, artifact-versioning
- Maintained by
- Samuel Schmidgall; community
- Started
- 2025
Description
Data model- Discipline
- Computer science
- Method family
- not specified
- Design
- not specified
- Research stage
- Literature discoveryLiterature synthesisHypothesesResearch designData analysisCode generationDrafting
- Contributors
- Samuel Schmidgall; community
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:agent-laboratory · JSON
Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.
Bring it into the standard
A pipeline built outside E2ER can meet the standard by describing its steps as a template, attaching the floor of checks and publishing evaluation records. Its authors keep ownership and credit.