SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

26 October 2024

Antonis Antoniades

Kexun Zhang

William Yang Wang

Papers citing "SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement"

7 / 7 papers shown

Title
SWE-Synth: Synthesizing Verifiable Bug-Fix Data to Enable Large Language Models in Resolving Real-World Bugs Minh V.T. Pham Huy N. Phan Hoang N. Phan Cuong Le Chi T. Nguyen Nghi D. Q. Bui SyDa 29 0 0 20 Apr 2025
SeaView: Software Engineering Agent Visual Interface for Enhanced Workflow Timothy Bula Saurabh Pujar Luca Buratti Mihaela A. Bornea Avirup Sil LLMAG 39 0 0 11 Apr 2025
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay Akshara Prabhakar Ziqiang Liu Weiran Yao Jianguo Zhang Ming Zhu ... Juan Carlos Niebles Shelby Heinecke Hairu Wang Shri Kiran Srinivasan Caiming Xiong VGen 84 2 0 04 Apr 2025
DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal Vaibhav Aggarwal Ojasv Kamal Abhinav Japesh Zhijing Jin Bernhard Schölkopf 52 1 0 18 Mar 2025
LLM Agents for Education: Advances and Applications Zhendong Chu Shen Wang Jian Xie Tinghui Zhu Yibo Yan ... Aoxiao Zhong Xuming Hu Jing Liang Philip S. Yu Qingsong Wen LLMAG ELM 116 2 0 14 Mar 2025
AutoAdvExBench: Benchmarking autonomous exploitation of adversarial example defenses Nicholas Carlini Javier Rando Edoardo Debenedetti Milad Nasr F. Tramèr AAML ELM 44 2 0 03 Mar 2025
MLGym: A New Framework and Benchmark for Advancing AI Research Agents Deepak Nathani Lovish Madaan Nicholas Roberts Nikolay Bashlykov Ajay Menon ... Tatiana Shavrina Jakob Foerster Yoram Bachrach William Yang Wang Roberta Raileanu LLMAG 88 7 0 21 Feb 2025