#1 · Paper · May 20, 2025
Agentic AI for Automated Drug Discovery: A Closed-Loop System for Hypothesis Generation and Testing
Lilian W. Zhang, Michael O. Fasanya, Hiroshi Tanaka · arXiv
Best Papers for Agentic AI in 2025
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Query conditions: topic=agentic-ai, publish_at in 2025, and type=paper
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#2 · Paper · Sep 22, 2025
Memory Architectures for Agentic AI: A Comparative Study of Vector and Graph Databases
David Lin, Amir Gholami, Kurt Keutzer · arXiv
#3 · Paper · Aug 8, 2025
Scaling Laws for Agentic AI: When Does Swarm Intelligence Peak?
Jian Lu, Percy Liang, Chelsea Finn · arXiv
#4 · Paper · May 15, 2025
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges
Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee · arXiv
#5 · Paper · Aug 25, 2025
Safety by Design in Agentic AI: Sandboxing and Cryptographic Guardrails
Alexander C. K. · arXiv
#6 · Paper · Jul 8, 2025
SWE-agent-2.0: Benchmarking Multi-Agent Swarms on Full-Stack Software Engineering
Carlos E. Jimenez, John Yang, Alexander Wettig, Kilian Lieder, Shunyu Yao, Karthik Narasimhan, Ofir Press · arXiv
#7 · Paper · Apr 16, 2025
Agentic Debate: Mitigating Hallucinations through Multi-Agent Adversarial Verification
Yannick LeCun, Antoine Bordes, Elena Rossi, Marcus Thorne · arXiv
#8 · Paper · Jul 15, 2025
Minecraft as a Turing Test: Evaluating Open-Ended Agentic AI
Kevin Zhu, Lara Croft, Julian Bao · arXiv
#9 · Paper · Nov 20, 2025
Emergent Social Behaviors in Trillion-Parameter Agentic AI Swarms
Dr. Yannick L., Sophia M., Wei C. · arXiv
#10 · Paper · Apr 18, 2025
Graph of Thoughts (GoT) in Agentic Workflows for Non-Linear Problem Solving
Maciej Besta, Nils Blach, Torsten Hoefler · arXiv
#11 · Paper · Mar 21, 2025
Neurosymbolic Agentic AI for Automated Theorem Proving
Albert Q. Jiang, Wenda Li, Szymon Tworkowski, Kuhu Syal · arXiv
#12 · Paper · May 12, 2025
SwarmCoder: Multi-Agent Collaboration for Complex Software Engineering
Ling Chen, David Wu, Samantha Harris, Yong Zhang · arXiv
#13 · Paper · Jul 21, 2025
An Agentic AI for a New Paradigm in Business Process Development
Mohammad Azarijafari, Luisa Mich, Michele Missikoff · arXiv
#14 · Paper · Jul 28, 2025
Agentic RAG for Legal Discovery: Autonomous Deposition Analysis
Sarah Jenkins, Esq., Wei Chen, Marcus T. Holden · arXiv
#15 · Paper · Dec 22, 2025
Agentic Alignment: Inverse Reinforcement Learning from Swarm Behavior
Percy Liang, Thomas K. V., Eleanor Rigby · arXiv
#16 · Paper · Jun 30, 2025
Agent-OS: Operating System Abstractions for Multi-Agent Orchestration
Alexander C. K., Wei Chen, Torsten Hoefler · arXiv
#17 · Paper · Dec 18, 2025
Adaptation of Agentic AI
Anonymous Consortium · arXiv
#18 · Paper · Apr 11, 2025
Agentic-RAG: Autonomous Information Foraging in High-Dimensional Vector Spaces
Minh N. Nguyen, Sarah J. Conner, Wei Lin · arXiv
#19 · Paper · Aug 14, 2025
Embodied Agentic AI: Translating Digital Reasoning to Physical Robotics
Sergey Levine, Chelsea Finn, Ankur Handa, Dieter Fox · arXiv
#20 · Paper · Nov 18, 2025
Self-Repairing Codebases: Agentic AI for Continuous Legacy Migration
Ling Chen, David Wu, Yong Zhang · arXiv
#21 · Paper · Oct 29, 2025
Agentic AI: A Comprehensive Survey of Architectures, Applications, and Future Directions
Mohamad Abou Ali, Fadi Dornaika · arXiv
#22 · Paper · May 22, 2025
Temporal Grounding in Agentic Systems: Overcoming the Infinite Loop Problem
Wei Lin, Chen Wei, Yujin Han · arXiv
#23 · Paper · Nov 26, 2025
Federated Agentic AI: Privacy-Preserving Collaborative Swarms on Edge Devices
Ling Chen, Song Han, Yonggan Fu · arXiv
#24 · Paper · Aug 13, 2025
Agentic AI Frameworks: Architectures, Protocols, and Design Challenges
Hana Derouiche, Zaki Brahmi, Haithem Mazeni · arXiv
#25 · Paper · Dec 5, 2025
Trust and Verification in Agentic AI: A Zero-Knowledge Approach to Autonomous Execution
Alessandro V. Rossi, Elena M. K., Yong Lin · arXiv
#26 · Paper · Aug 12, 2025
Autonomous Data Engineering: Agentic AI for Self-Healing ETL Pipelines
Barr Moses, Jian Lu, Sophia M. · arXiv
#27 · Paper · Nov 5, 2025
Agentic AI in Cybersecurity: Autonomous Threat Hunting and Remediation
Chen Wei, Marcus T. Holden, Elara Vance · arXiv
#28 · Paper · Dec 1, 2025
Game Theory in Trillion-Parameter Multi-Agent Economies
Susan Athey, Michael I. Jordan · arXiv
#29 · Paper · Oct 14, 2025
Economies of Scale in Agent-to-Agent Transactions: A Micro-Billing Protocol
J. L. Martinez, Susan Athey, Alessandro V. Rossi · arXiv
#30 · Paper · Sep 10, 2025
AgentBench-2025: Evaluating Autonomous Swarms in Adversarial and Dynamic Environments
Yao Mu, Tianyu Zheng, Percy Liang, Dan Hendrycks · arXiv
FAQ
How is this best Agentic AI papers page ranked?
This page ranks Agentic AI papers by topic match, content-type filter, checkout momentum, and freshness. The ranking is recalculated as new items and engagement signals arrive, so the top results stay practical for current workflows instead of remaining static or purely chronological.
What does the time scope in this URL mean?
The time suffix in this URL defines the publish-date window used for ranking. Year paths include items in that year, and YYYYMM paths include one calendar month. This makes comparisons cleaner when you want a focused snapshot rather than an all-time aggregate.
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No. This ranking is editorial and signal-driven, not sponsored placement. Attendemia evaluates public metadata, source context, and usage momentum to rank candidates. Payment does not buy position, so readers can interpret the list as a curation surface rather than advertising inventory.