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stat.ML2025
Action-Driven Processes for Continuous-Time Control
Ruimin He, Shaowei Lin
At the heart of reinforcement learning are actions -- decisions made in response to observations of the environment. Actions are equally fundamental in the modeling of stochastic p…
cs.SE2025
A benchmark for vericoding: formally verified program synthesis
Sergiu Bursuc, Theodore Ehrenborg, Shaowei Lin +10
We present and test the largest benchmark for vericoding, LLM-generation of formally verified code from formal specifications - in contrast to vibe coding, which generates potentia…