43 citations · 51 across the 8 of their papers we have counts for
4 papers · 1 filter
Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models
Anastasiia Grishina, Vadim Liventsev, Aki Härmä +1
Program synthesis with Large Language Models (LLMs) suffers from a "near-miss syndrome": the generated code closely resembles a correct solution but fails unit tests due to minor e…
Autoencoders as Tools for Program Synthesis
Sander de Bruin, Vadim Liventsev, Milan Petković
Recently there have been many advances in research on language modeling of source code. Applications range from code suggestion and completion to code summarization. However, compl…
Neurogenetic Programming Framework for Explainable Reinforcement Learning
Vadim Liventsev, Aki Härmä, Milan Petković
Automatic programming, the task of generating computer programs compliant with a specification without a human developer, is usually tackled either via genetic programming methods…
BF++: a language for general-purpose program synthesis
Vadim Liventsev, Aki Härmä, Milan Petković
Most state of the art decision systems based on Reinforcement Learning (RL) are data-driven black-box neural models, where it is often difficult to incorporate expert knowledge int…