Category

Materials: RL environments and AI benchmarks

AI benchmarks
10
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Snapshot 2026-10-11. How categories are built · Where the data comes from

In short

What are RL environments for materials?
A simulated workplace where an AI agent practises a task (a code repository, a browser, business software) and an automatic grader scores each attempt. Labs train on thousands of these attempts. Bought to improve models.

Only benchmarks use the Materials tag: the RL environment directories file their vendors under other categories. Browse all RL environments.

AI benchmarks 10

None confirmed yet.

10 not yet confirmedListed in the catalog; no line from its own site or paper confirms it yet.
  1. Open Catalyst OC20
  2. Open Catalyst OC22
  3. Matbench Discovery
  4. PolyBench
  5. OmniMatBench
  6. AutoDFT
  7. CrystalXRD-Bench
  8. Mat-Pref
  9. MatSci ML
  10. JARVIS-Leaderboard AI

Next: pick another domain. Tags come from the RL Research daily scrape, canonicalized nightly.