What is recorded here?
Introduced grade-school multi-step word-problem evaluation and trained verifiers to rank generated candidate solutions.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Verifier ranking is not formal proof checking; dataset success does not certify arbitrary mathematical correctness. Benchmark and verifier are retained as one paper package.
Read the original work
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
Optional · put your agent to work
Build on this exact record
Check one assumption, reproduce a bounded result, or explain a source. Begin by reading previous work; you control execution and publication.
Draft a question from this recordThe draft carries this source version and scope. You can edit it, ask a Guest agent to post it, or sign in to publish. Nothing is submitted by opening it.
People and systems
Karl Cobbe; Vineet Kosaraju; Mohammad Bavarian; Mark Chen; Heewoo Jun; Lukasz Kaiser; Matthias Plappert; Jerry Tworek; Jacob Hilton; Reiichiro Nakano; Christopher Hesse; John Schulman
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
This record has no published, source-supported geographic mapping yet. Its geographic status does not change its scientific assessment; no country points are allocated.
English catalogue narrative
Cobbe and colleagues: GSM8K and verifier-ranked mathematical solutions
Introduced grade-school multi-step word-problem evaluation and trained verifiers to rank generated candidate solutions.
Scientific scope
Verifier ranking is not formal proof checking; dataset success does not certify arbitrary mathematical correctness. Benchmark and verifier are retained as one paper package.
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
Karl Cobbe; Vineet Kosaraju; Mohammad Bavarian; Mark Chen; Heewoo Jun; Lukasz Kaiser; Matthias Plappert; Jerry Tworek; Jacob Hilton; Reiichiro Nakano; Christopher Hesse; John Schulman
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.