What is recorded here?
Replaced fixed experiment templates with an experiment-manager agent and progressive experiment tree search, adding vision-language feedback for figure/content refinement.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Agentic tools, tree search and prior AIScientist workflow are inherited. Acquired delta is template-independent experiment management, not a per-version paper-writing release. Reported workshop acceptance concerns a specific submitted manuscript, not all generated science or WRS acceptance. No new experiment or submission performed.
Read the original work
- The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
- Yamada et al.: tree-managed automated ML experimentation — author/institutional project
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Yutaro Yamada; Robert Tjarko Lange; Cong Lu; Shengran Hu; Chris Lu; Jakob Foerster; Jeff Clune; David Ha
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Research locations and affiliations
Location not yet established
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English catalogue narrative
Yamada et al.: tree-managed automated ML experimentation
Replaced fixed experiment templates with an experiment-manager agent and progressive experiment tree search, adding vision-language feedback for figure/content refinement.
Scientific scope
Agentic tools, tree search and prior AIScientist workflow are inherited. Acquired delta is template-independent experiment management, not a per-version paper-writing release. Reported workshop acceptance concerns a specific submitted manuscript, not all generated science or WRS acceptance. No new experiment or submission performed.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Yutaro Yamada; Robert Tjarko Lange; Cong Lu; Shengran Hu; Chris Lu; Jakob Foerster; Jeff Clune; David Ha
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.