metadata
license: mit
task_categories:
- reinforcement-learning
OpenEnv Arena environment: procedural tool-use tasks
One OpenEnv server serving procedurally generated tasks. Each episode is a multi-turn JSON tool conversation (ls, read, grep, python, write, submit, finish) in a fresh workspace. Instances are generated at reset from a time-bucketed seed, so the tasks are data inside the image, not files in this dataset.
Reward
The terminal reward is 0.6 * (fraction of graded parts correct) + 0.4 * (all parts correct), in [0, 1]. Tampering with protected files, or writing nothing, scores 0. The grader runs server-side and the answers are never in the workspace.
Provenance
- Source commit:
b593042aac174c32b79409062c80f749e69e8301(working tree had uncommitted changes in env/ or submit/) - Image reference at build time:
ghcr.io/distributedstatemachine/arena-env:m4-a(variant A)
Tasks
| task_id | domain | family | level |
|---|---|---|---|
f1-industrial |
industrial-physical-systems | late_caveat | 3 |
f1-office |
office-white-collar | late_caveat | 3 |
f1-security |
cybersecurity | late_caveat | 3 |
f1-software |
software-engineering | late_caveat | 3 |
f2-industrial |
industrial-physical-systems | false_premise | 5 |
f2-media |
media-content-production | false_premise | 4 |
f2-office |
office-white-collar | false_premise | 4 |
f2-software |
software-engineering | false_premise | 4 |
f3-finance |
finance-economics | compute | 4 |
f3-industrial |
industrial-physical-systems | compute | 5 |
f3-media |
media-content-production | compute | 4 |
f3-office |
office-white-collar | compute | 3 |
f3-science |
natural-science | compute | 7 |
f4-finance |
finance-economics | budget | 4 |
f4-industrial |
industrial-physical-systems | budget | 7 |
f4-media |
media-content-production | budget | 5 |
f4-security |
cybersecurity | budget | 7 |
f4-software |
software-engineering | budget | 5 |
f5-finance |
finance-economics | artifact | 7 |
f5-media |
media-content-production | artifact | 5 |
f5-office |
office-white-collar | artifact | 7 |
f5-science |
natural-science | artifact | 7 |
f5-security |
cybersecurity | artifact | 6 |
f7-industrial |
industrial-physical-systems | repair | 4 |
f7-media |
media-content-production | repair | 5 |
f7-office |
office-white-collar | repair | 4 |
f7-software |
software-engineering | repair | 5 |