DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal

Overview

This repo contains all the codes for the paper. This repo is sub-divided in three parts:

DARS-Agent

dars-agent directory contains our main agent pipeline to a generate a trajectory given a github issue.

Reviewer

reviewer directory contains code for creating the dataset for training the reviewer model.

Tree Visualizer

tree-visualizer directory contians the code for our visualization tool used to effectively analyze our trajectories.