Operand Quant: A Single-Agent Architecture for Autonomous Machine Learning Engineering
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Sahney, Arjun, Gorthi, Ram, Łastowski, Cezary, Vega, Javier |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
par: Liu, Zexi, et autres
Publié: (2025)
par: Liu, Zexi, et autres
Publié: (2025)
Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
par: Cho, Hanseul, et autres
Publié: (2024)
par: Cho, Hanseul, et autres
Publié: (2024)
Reinforcement Learning for Machine Learning Engineering Agents
par: Yang, Sherry, et autres
Publié: (2025)
par: Yang, Sherry, et autres
Publié: (2025)
NSSR-DIL: Null-Shot Image Super-Resolution Using Deep Identity Learning
par: S, Sree Rama Vamsidhar, et autres
Publié: (2024)
par: S, Sree Rama Vamsidhar, et autres
Publié: (2024)
QuantAgents: Towards Multi-agent Financial System via Simulated Trading
par: Li, Xiangyu, et autres
Publié: (2025)
par: Li, Xiangyu, et autres
Publié: (2025)
AgentWard: A Lifecycle Security Architecture for Autonomous AI Agents
par: Zhang, Yixiang, et autres
Publié: (2026)
par: Zhang, Yixiang, et autres
Publié: (2026)
QuantEvolve: Automating Quantitative Strategy Discovery through Multi-Agent Evolutionary Framework
par: Yun, Junhyeog, et autres
Publié: (2025)
par: Yun, Junhyeog, et autres
Publié: (2025)
Agent Hunt: Bounty Based Collaborative Autoformalization With LLM Agents
par: Brown, Chad E., et autres
Publié: (2026)
par: Brown, Chad E., et autres
Publié: (2026)
Leveraging AI Agents for Autonomous Networks: A Reference Architecture and Empirical Studies
par: Wu, Binghan, et autres
Publié: (2025)
par: Wu, Binghan, et autres
Publié: (2025)
ArchPilot: A Proxy-Guided Multi-Agent Approach for Machine Learning Engineering
par: Yuan, Zhuowen, et autres
Publié: (2025)
par: Yuan, Zhuowen, et autres
Publié: (2025)
MultiFluxAI Enhancing Platform Engineering with Advanced Agent-Orchestrated Retrieval Systems
par: Macharla, Sri Ram, et autres
Publié: (2025)
par: Macharla, Sri Ram, et autres
Publié: (2025)
Enhancing Trust in Autonomous Agents: An Architecture for Accountability and Explainability through Blockchain and Large Language Models
par: Fernández-Becerra, Laura, et autres
Publié: (2024)
par: Fernández-Becerra, Laura, et autres
Publié: (2024)
ESAA: Event Sourcing for Autonomous Agents in LLM-Based Software Engineering
par: Filho, Elzo Brito dos Santos
Publié: (2026)
par: Filho, Elzo Brito dos Santos
Publié: (2026)
ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps
par: Adamczyk, Cezary, et autres
Publié: (2026)
par: Adamczyk, Cezary, et autres
Publié: (2026)
Analysis Of Linguistic Stereotypes in Single and Multi-Agent Generative AI Architectures
par: Ullasci, Martina, et autres
Publié: (2026)
par: Ullasci, Martina, et autres
Publié: (2026)
QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model
par: Wang, Saizhuo, et autres
Publié: (2024)
par: Wang, Saizhuo, et autres
Publié: (2024)
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
par: Li, Sijie, et autres
Publié: (2025)
par: Li, Sijie, et autres
Publié: (2025)
SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents
par: Nguyen, Xuan-Phi, et autres
Publié: (2025)
par: Nguyen, Xuan-Phi, et autres
Publié: (2025)
Caging the Agents: A Zero Trust Security Architecture for Autonomous AI in Healthcare
par: Maiti, Saikat
Publié: (2026)
par: Maiti, Saikat
Publié: (2026)
NORA: A Harness-Engineered Autonomous Research Agent for End-to-End Spatial Data Science
par: Zhou, Bing, et autres
Publié: (2026)
par: Zhou, Bing, et autres
Publié: (2026)
KompeteAI: Accelerated Autonomous Multi-Agent System for End-to-End Pipeline Generation for Machine Learning Problems
par: Kulibaba, Stepan, et autres
Publié: (2025)
par: Kulibaba, Stepan, et autres
Publié: (2025)
SliderQuant: Accurate Post-Training Quantization for LLMs
par: Wang, Shigeng, et autres
Publié: (2026)
par: Wang, Shigeng, et autres
Publié: (2026)
Generative AI Agents in Autonomous Machines: A Safety Perspective
par: Jabbour, Jason, et autres
Publié: (2024)
par: Jabbour, Jason, et autres
Publié: (2024)
PhysQuantAgent: An Inference Pipeline of Mass Estimation for Vision-Language Models
par: Yokomizo, Hisayuki, et autres
Publié: (2026)
par: Yokomizo, Hisayuki, et autres
Publié: (2026)
AgentForge: Execution-Grounded Multi-Agent LLM Framework for Autonomous Software Engineering
par: Kumar, Rajesh, et autres
Publié: (2026)
par: Kumar, Rajesh, et autres
Publié: (2026)
Agyn: A Multi-Agent System for Team-Based Autonomous Software Engineering
par: Benkovich, Nikita, et autres
Publié: (2026)
par: Benkovich, Nikita, et autres
Publié: (2026)
AceGRPO: Adaptive Curriculum Enhanced Group Relative Policy Optimization for Autonomous Machine Learning Engineering
par: Cai, Yuzhu, et autres
Publié: (2026)
par: Cai, Yuzhu, et autres
Publié: (2026)
TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
par: Cai, Yifu, et autres
Publié: (2025)
par: Cai, Yifu, et autres
Publié: (2025)
Learning to Be A Doctor: Searching for Effective Medical Agent Architectures
par: Zhuang, Yangyang, et autres
Publié: (2025)
par: Zhuang, Yangyang, et autres
Publié: (2025)
From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent
par: Shen, Minjie, et autres
Publié: (2025)
par: Shen, Minjie, et autres
Publié: (2025)
ALMAS: an Autonomous LLM-based Multi-Agent Software Engineering Framework
par: Tawosi, Vali, et autres
Publié: (2025)
par: Tawosi, Vali, et autres
Publié: (2025)
From Automated to Autonomous: Hierarchical Agent-native Network Architecture (HANA)
par: Wu, Binghan, et autres
Publié: (2026)
par: Wu, Binghan, et autres
Publié: (2026)
Distinguishing Autonomous AI Agents from Collaborative Agentic Systems: A Comprehensive Framework for Understanding Modern Intelligent Architectures
par: Bansod, Prashik Buddhaghosh
Publié: (2025)
par: Bansod, Prashik Buddhaghosh
Publié: (2025)
Areas of Improvement for Autonomous Vehicles: A Machine Learning Analysis of Disengagement Reports
par: Ward, Tyler
Publié: (2024)
par: Ward, Tyler
Publié: (2024)
Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring
par: Bravo-Rocca, Gusseppe, et autres
Publié: (2025)
par: Bravo-Rocca, Gusseppe, et autres
Publié: (2025)
Governance Architecture for Autonomous Agent Systems: Threats, Framework, and Engineering Practice
par: Ge, Yuxu
Publié: (2026)
par: Ge, Yuxu
Publié: (2026)
Calibration Meets Reality: Making Machine Learning Predictions Trustworthy
par: Sinaga, Kristina P., et autres
Publié: (2025)
par: Sinaga, Kristina P., et autres
Publié: (2025)
Engineering AI Agents for Clinical Workflows: A Case Study in Architecture,MLOps, and Governance
par: Lopes, Cláudio Lúcio do Val, et autres
Publié: (2026)
par: Lopes, Cláudio Lúcio do Val, et autres
Publié: (2026)
MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents
par: Li, Ruochen, et autres
Publié: (2024)
par: Li, Ruochen, et autres
Publié: (2024)
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
par: Putta, Pranav, et autres
Publié: (2024)
par: Putta, Pranav, et autres
Publié: (2024)
Documents similaires
-
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
par: Liu, Zexi, et autres
Publié: (2025) -
Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
par: Cho, Hanseul, et autres
Publié: (2024) -
Reinforcement Learning for Machine Learning Engineering Agents
par: Yang, Sherry, et autres
Publié: (2025) -
NSSR-DIL: Null-Shot Image Super-Resolution Using Deep Identity Learning
par: S, Sree Rama Vamsidhar, et autres
Publié: (2024) -
QuantAgents: Towards Multi-agent Financial System via Simulated Trading
par: Li, Xiangyu, et autres
Publié: (2025)