most citedOpenRTLSet: A Fully Open-Source Dataset for Large Language Model-based Verilog Module Design

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cs.LG2026

IIB-LPO: Latent Policy Optimization via Iterative Information Bottleneck

Huilin Deng, Hongchen Luo, Yue Zhu +8

Recent advances in Reinforcement Learning with Verifiable Rewards (RLVR) for Large Language Model (LLM) reasoning have been hindered by a persistent challenge: exploration collapse…