Source review in progress

Reinforcement Learning from Verifiable Rewards (RLVR)

Deterministic reward oracles, formal theorem verification, and self-directed policy optimization

This brief is being checked against individual publications, benchmarks and methods. Its earlier generated source list and confidence labels did not meet the publication standard. The topic remains available here while the evidence is reviewed.