A systematic literature review on large language models for automated program repair
Automated Program Repair (APR) attempts to patch software bugs and reduce manual
debugging efforts. Very recently, with the advances in Large Language Models (LLMs), an …
debugging efforts. Very recently, with the advances in Large Language Models (LLMs), an …
[PDF][PDF] Stable and safe human-aligned reinforcement learning through neural ordinary differential equations
Reinforcement learning (RL) excels in applications such as video games, but ensuring
safety as well as the ability to achieve the specified goals remains challenging when using …
safety as well as the ability to achieve the specified goals remains challenging when using …
Can LLMs plan paths with extra hints from solvers?
E Wu, S Mitra - arxiv preprint arxiv:2410.05045, 2024 - arxiv.org
Large Language Models (LLMs) have shown remarkable capabilities in natural language
processing, mathematical problem solving, and tasks related to program synthesis …
processing, mathematical problem solving, and tasks related to program synthesis …