APEX-Agents
Paper • 2601.14242 • Published • 2
RL training environment for management consulting tasks, built for the OpenEnv Hackathon (Mercor APEX-Agents sub-theme).
An LLM agent navigates files, spreadsheets, and data tools to solve 14 multi-step analytical tasks about a fictional food manufacturing company. Answers are scored against deterministic rubrics.
| Action | Description |
|---|---|
files.list |
List files/directories |
files.read |
Read text documents |
spreadsheet.read_range |
Read CSV rows/columns |
data.filter |
Filter rows by condition |
data.group_by |
Group + aggregate |
data.add_columns |
Derived columns |
data.compute |
Math expression eval |
submit |
Submit final answer (scored against rubric) |