SecureCodeRL: Security-Aware Reinforcement Learning for Code Generation with Partial-Credit Rewards

Suryansh Singh Sijwali, Suman Saha

Large Language Models (LLMs) can generate plausible code, but in settings that require exact stdin/stdout behavior they frequently produce programs that compile yet fail tests, and…