Turning Database Grading into RL Rewards: Post-Training Agents with ThinkingBox

First reported · 31h ago · 1 source

Crest summary — written by AI from the 1 source below; every figure is checked against them · model deepseek-flash

Summary

ThinkingBox was published on Hugging Face as a method for turning database grading into reinforcement learning rewards to post-train agents.

Key facts

  • The work appeared on Hugging Face on 2026-10-22.
  • It converts database grading into RL rewards.
  • The method is used for post-training agents.

Why it matters

Teams building agents can use database grading as a reward signal when post-training models, rather than relying only on other reward sources.

Companies

Technologies

  • ThinkingBoxproduct

Original sources (1)

The report this event was built from. Crest of Tech keeps no article bodies: the full text is at each source.

  1. Hugging FaceOfficial · Primary
    Turning Database Grading into RL Rewards: Post-Training Agents with ThinkingBox
    Read at Hugging Face
Turning Database Grading into RL Rewards: Post-Training Agents with ThinkingBox — Crest of Tech