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For AI teams

Training data for rl environments

Short answer

RL environments need realistic tasks with clear success signals. SourceX sources these from businesses in the U.S., Canada, the EU, the UK, Australia, New Zealand, India, Singapore, South Africa, Latin America, the UAE and Saudi Arabia that own the records, with personal details removed and every release approved by the supplier.

Useful records#

  • Tickets with resolutions
  • Bug reports with merged fixes
  • Requests with approval outcomes

Why real business records help#

  • Verifiable outcomes
  • Realistic task variety
  • Grounding for simulated environments

How a request works#

  • Describe the records, volume and uses you need
  • SourceX matches suitable suppliers in the U.S., Canada, the EU, the UK, Australia, New Zealand, India, Singapore, South Africa, Latin America, the UAE and Saudi Arabia and runs a rights review
  • A prepared sample is shared under NDA after supplier approval
  • The license sets allowed uses, term and deletion; resale and re-identification are barred

Frequently asked questions

What records of tasks with clear success signals are used to build RL environments?

RL environments are built from realistic tasks with clear success signals. Useful records include tickets with resolutions, bug reports with merged fixes, and requests with approval outcomes. They offer verifiable outcomes, realistic task variety, and grounding for simulated environments.

What is removed or checked in tickets and bug reports before they are used?

RL environments records have personal details removed, and the supplier approves every release. A rights review runs on tickets, bug reports and approval requests before a sample is prepared. The prepared sample is shared under NDA only after supplier approval.

How is an RL environment dataset scoped, sampled and licensed for a buyer?

RL environments are scoped through a request describing the records, volume and uses you need. SourceX matches suitable suppliers in the U.S., Canada, the EU, the UK, Australia, New Zealand, India, Singapore, South Africa, Latin America, the UAE and Saudi Arabia and runs a rights review. The license sets allowed uses, term and deletion, and resale and re-identification are barred.

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