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Binary reward on final DB state: our v1 clinic-ops env saturated, v2 spreads 0.000–1.000 across 7 models(We found some interesting results)

This story is from 2026-09-08. It is preserved in the archive; the latest stories are on the live feed.

Co-creator here, and the disclosure: the company where i work at sells RL environments. Posting the public one along with the numbers we got off it. The env is Gymnasium-compatible. Every episode boots a fresh Docker clinic (API plus Postgres, no volumes), the action space is structured REST, and r…

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  1. 2026-09-08 20:34 · r/reinforcementlearning
    Binary reward on final DB state: our v1 clinic-ops env saturated, v2 spreads 0.000–1.000 across 7 models(We found some interesting results)

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