AI Agent Corpus

Comprehensive collection of AI agent research papers, whitepapers, and academic publications

208 papers (2 duplicates removed)

Showing 208 of 208 papers
Date Author Title Topic
2023-01-01 Raieli Emergent Abilities in AI: Are We Chasing a Myth? AI Agents
2024-01-01 Rasyl et al. Preference Tuning LLMs with Direct Preference Optimization Methods LLM
2024-01-01 Alemi KL is All You Need N/A
2025-11-07 OpenAI Proximal Policy Optimization Reinforcement Learning
2022-01-01 Simonini Proximal Policy Optimization Reinforcement Learning
2022-01-01 Hoffmann et al. Training Compute-Optimal Large Language Models LLM
2020-01-01 Brown et al. Language Models are Few-Shot Learners LLM
2017-01-01 Silver Mastering the game of Go without human knowledge Reinforcement Learning
2025-11-07 LangChain LangChain Tools & Frameworks
2025-11-07 deepset Haystack AI Agents
2025-11-07 Microsoft Semantic Kernel Tools & Frameworks
2025-11-07 Microsoft Research AutoGen Tools & Frameworks
2025-11-07 LlamaIndex LlamaIndex LLM
2022-10-24 LangChain tools LangChain tools Tools & Frameworks
2025-11-07 DuckDuckGo DuckDuckGo Tools & Frameworks
2024-01-01 Guardian ‘Godfather of AI’ shortens odds of the technology wiping out humanity over next AI Agents
2020-01-01 Lewis Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks RAG
2023-01-01 Everton et al . AI Agents
2024-01-01 Martin Aumueller, Erik Bernhardsson, Alec Faitfull ANN-Benchmarks Tools & Frameworks
2025-11-07 Sania Kumari Gupta Hamming Distance between Two Strings N/A
2025-11-07 LlamaIndex Node Postprocessor Modules: https://docs.llamaindex.ai/en/stable/module AI Agents
2023-01-01 Nelson Lost in the Middle: How Language Models Use Long Contexts LLM
2023-01-01 Jerry Liu Unifying LLM-powered QA Techniques with Routing Abstractions LLM
2023-01-01 Chevalier Adapting Language Models to Compress Contexts LLM
2023-01-01 Li Li LLM
2020-01-01 Izacard Distilling Knowledge from Reader to Retriever for Question Answering RAG
2024-01-01 Wang Searching for Best Practices in Retrieval-Augmented Generation RAG
2024-01-01 Li Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach RAG
2024-01-01 Raieli RAG is Dead RAG
2024-01-01 Raieli War and Peace: A Conflictual Love Between the LLM and RAG RAG
2025-11-07 mix self Tools & Frameworks
2024-01-01 Zeng The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation RAG
2024-01-01 Xue BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models RAG
2024-01-01 Chen Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework RAG
2024-01-01 Zhang HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models RAG
2024-01-01 Xian Xian RAG
2024-01-01 Ghafarollahi SciAgents: Automating Scientific Discovery through Multi-agent Intelligent Graph Reasoning Multi-agent system
2024-09-01 Raieli A Brave New World for Scientific Discovery: Are AI Research Ideas Better? AI Agents
2024-01-01 Raieli How the LLM Got Lost in the Network and Discovered Graph Reasoning LLM
2024-01-01 Wu Wu RAG
2024-01-01 Raieli The Convergence of Graph and Vector RAGs: A New Era in Information Retrieval RAG
2024-01-01 Sarmah Sarmah RAG
2022-01-01 Liang Survey of Graph Neural Networks and Applications Graph Neural Networks
2020-01-01 Arora A Survey on Graph Neural Networks for Knowledge Graph Completion Graph Neural Networks
2023-01-01 Huang Can LLMs Effectively Leverage Graph Structural Information through Prompts RAG
2023-01-01 Liu Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis Graph Neural Networks
2024-01-01 Ghasemi An Introduction to Reinforcement Learning: Fundamental Concepts and Practical Applications Reinforcement Learning
2013-01-01 Mnih Playing Atari with Deep Reinforcement Learning Reinforcement Learning
2025-11-07 Wang Learning Reinforcement Learning by LearningREINFORCE Reinforcement Learning
2024-01-01 Kaufmann A Survey of Reinforcement Learning from Human Feedback Reinforcement Learning
2024-01-01 Bongratz How to Choose a Reinforcement-Learning Algorithm N/A
2017-01-01 Schulman Proximal Policy Optimization Algorithms Reinforcement Learning
2025-11-07 OpenAI Proximal Policy Optimization Reinforcement Learning
2021-01-01 Bick Towards Delivering a Coherent Self-Contained Explanation of Proximal Policy Optimization Reinforcement Learning
2017-01-01 Silver Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm Reinforcement Learning
2021-01-01 McGrath Acquisition of Chess Knowledge in AlphaZero LLM
2018-01-01 DeepMind AlphaZero: Shedding New Light on Chess N/A
2021-01-01 Gao Gao Reinforcement Learning
2018-01-01 Francois-Lavet An Introduction to Deep Reinforcement Learning Reinforcement Learning
2024-01-01 Tang Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes Reinforcement Learning
2023-01-01 Mohan Structure in Deep Reinforcement Learning: A Survey and Open Problems Reinforcement Learning
2024-01-01 Cao Survey on Large Language Model-Enhanced Reinforcement Learning: Concept LLM
2023-01-01 Shen HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face AI Agents
2023-01-01 Wang A Survey on Large Language Model based Autonomous Agents LLM
2023-04-16 Raieli HuggingGPT: Give Your Chatbot an AI Army AI Agents
2023-01-01 Schick Toolformer: Language Models Can Teach Themselves to Use Tools LLM
2023-01-01 Bran ChemCrow: Augmenting Large Language Models with Chemistry Tools LLM
2023-01-01 Cui Cui LLM
2023-01-01 Hamilton Blind Judgement: Agent-Based Supreme Court Modelling With GPT LLM
2024-01-01 Cheng Exploring Large Language Model based Intelligent Agents: Definitions LLM
2024-01-01 Swanson The Virtual Lab: AI Agents Design New SARS-CoV- AI Agents
2024-01-01 Lu The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery AI Agents
2024-01-01 Fossi SwiftDossier: Tailored Automatic Dossier for Drug Discovery with LLMs and Agents LLM
2024-01-01 Si Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with LLM
2024-09-01 Raieli AI Planning or Serendipity? Where Do the Best Research Ideas Come From? AI Agents
2024-01-01 Schmidgall Agent Laboratory: Using LLM Agents as Research Assistants LLM
2025-01-01 Tang ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning Tools & Frameworks
2024-08-01 Raieli Can AI Replace Human Researchers AI Agents
2025-11-07 Constantin Graf European Cloud Computing Platforms N/A
2025-11-07 IBM What is Multitenant? N/A
2023-01-01 Gan Gan LLM
2018-01-01 Abe A Data as a Service LLM
2025-01-02 Forbes AI Agents: The Next Frontier In Intelligent Automation AI Agents
2025-01-01 World Economic Forum Why Should Manufacturers Embrace AI's Next Frontier – AI agents – Now? AI Agents
2023-01-01 Deng Deng LLM
2022-01-01 Hewage Machine Learning Operations: A Survey on MLOps Tool Support Tools & Frameworks
2024-01-01 Park LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs LLM
2023-01-01 Zhao A Survey of Large Language Models LLM
2023-01-01 Chang A Survey on Evaluation of Large Language Models LLM
2025-11-07 IBM LLM evaluation: Why Testing AI Models Matters LLM
2023-01-01 Guo Evaluating Large Language Models: A Comprehensive Survey LLM
2024-01-01 Shi Keep the Cost Down: A Review on Methods to Optimize LLM’s KV-Cache Consumption LLM
2024-01-01 Li A Survey on Large Language Model Acceleration based on KV Cache Management LLM
2024-01-01 Zhou A Survey on Efficient Inference for Large Language Models LLM
2024-01-01 Leviathan Looking Back at Speculative Decoding N/A
2025-11-07 Determined AI Tensor Parallelism in Three Levels of Difficulty AI Agents
2025-11-07 Geeksforgeeks asyncio in Python N/A
2024-01-01 Gim Asynchronous LLM Function Calling LLM
2025-11-07 Aston Zhang et al. Asynchronous Computation AI Agents
2022-01-01 Openja Studying the Practices of Deploying Machine Learning Projects on Docker AI Agents
2024-01-01 Muzumdar Navigating the Docker Ecosystem: A Comprehensive Taxonomy and Survey LLM
2019-01-01 Saha Evaluation of Docker Containers for Scientific Workloads in the Cloud LLM
2025-01-01 Ru An LLM-based Agent for Reliable Docker Environment Configuration LLM
2024-01-01 Ueno Migrating Existing Container Workload to Kubernetes -- LLM Based Approach and Evaluation LLM
2025-01-01 Ye LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations LLM
2025-11-07 Docker LLM Everywhere: Docker for Local and Hugging Face Hosting LLM
2022-01-01 Luo BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining LLM
2023-01-01 Yao Health System-scale Language Models are All-purpose Prediction Engines LLM
2023-01-01 Singhal Towards Exper-level Medical Question Answering with Large Language Models LLM
2024-01-01 Gao Empowering Biomedical Discovery with AI Agents AI Agents
2024-01-01 Gu A Survey on LLM-as-a-Judge LLM
2025-01-01 Ning Ning AI Agents
2024-01-01 Xu A Survey on Robotics with Foundation Models: Toward Embodied AI AI Agents
2025-01-01 Hu A Survey on Large Language Model Based Game Agents LLM
2025-01-01 Bousateouane Physical AI Agents: Integrating Cognitive Intelligence with Real-World Action AI Agents
2023-01-01 Zeng Large Language Models for Robotics: A Survey LLM
2024-12-01 Bansal Challenges in Human-Agent Communication AI Agents
2024-01-01 Raieli The Savant Syndrome: Is Pattern Recognition Equivalent to Intelligence? N/A
2022-01-01 Lu Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity LLM
2021-01-01 Zhao Calibrate Before Use: Improving Few-shot Performance of Language Models LLM
2025-01-01 Raieli A Focus on Emergent Properties in Artificial Intelligence Tools & Frameworks
2025-01-01 Xu Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models LLM
2024-01-01 Sprague To CoT or Not to CoT? Chain-of-thought Helps Mainly on Math and Symbolic Reasoning RAG
2024-01-01 Raieli To CoT or Not to CoT: Do LLMs Really Need Chain-of-Thought? LLM
2024-01-01 Mirzadeh GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models LLM
2025-01-01 Sharkey Open Problems in Mechanistic Interpretability LLM
2025-01-01 Bereska Mechanistic Interpretability for AI Safety -- A Review Ethics & Safety
2025-01-01 Cemri Why Do Multi-Agent LLM Systems Fail? LLM
2025-01-01 Raieli Creativity in LLMs: Optimizing for Diversity and Uniqueness Multi-agent system
2003-01-01 Boden The Creative Mind N/A
2024-01-01 Peeperkorn Is Temperature the Creativity Parameter of Large Language Models? LLM
2014-01-01 Benedek To Create or to Recall? Neural Mechanisms Underlying the Generation of Creative New Ideas N/A
2024-01-01 Raieli You’re Not a Writer N/A
2025-01-01 Raieli How Far Is AI from Human Intelligence? AI Agents
2022-01-01 Villalobos Will We Run Out of Data? Limits of LLM Scaling Based on Human-generated Data LLM
2024-01-01 Feng How Far Are We From AGI: Are LLMs All We Need? LLM
2024-01-01 Karvonen Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models LLM
2022-01-01 Li Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task LLM
2023-01-01 Bowman Eight Things to Know about Large Language Models LLM
2024-01-01 Shumailov AI Models Collapse When Trained on Recursively Generated Data AI Agents
2022-01-01 LessWrong Embodiment is Indispensable for AGI N/A
2023-01-01 Tan The Path to AGI Goes through Embodiment N/A
2025-01-01 Mitchell Fully Autonomous AI Agents Should Not be Developed AI Agents
2024-01-01 Diamond On the Ethical Considerations of Generative Agents AI Agents
2024-01-01 Siqueira de Cerqueira Siqueira de Cerqueira LLM
2024-01-01 Chaffer Decentralized Governance of Autonomous AI Agents AI Agents
2024-01-01 Gabriel The Ethics of Advanced AI Assistants Ethics & Safety
2023-01-01 Chen Combating Misinformation in the Age of LLMs: Opportunities and Challenges LLM
2023-01-01 Luccioni Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning AI Agents
2006-01-01 Jianping Gou et al. Knowledge Distillation LLM
2025-11-07 OpenAI o o1?utm LLM
2025-11-07 Maciej Besta et al. Reasoning Language Models LLM
2025-11-07 LoRA LoRA Fine-tuning
2025-11-07 Adapter Tuning Adapter Tuning Fine-tuning
2023-04-30 Eric Wiener Prefix Tuning and Prompt Tuning AI Agents
2025-11-07 David Silver, DeepMind DeepMind’s AlphaGo Reinforcement Learning
2024-01-15 TechTarget Autonomous agents AI Agents
2024-01-01 N/A intro Reinforcement Learning
2023-06-01 Dave Bergmann, Cole Stryker AGI N/A
2025-01-23 OpenAI OpenAI Operator LLM
2022-10-24 LangChain LangChain Tools & Frameworks
2023-09-01 Microsoft Research AutoGen Tools & Frameworks
2025-11-07 Langflow Langflow N/A
2023-03-17 Microsoft Semantic Kernel Tools & Frameworks
2025-11-07 LangGraph LangGraph Tools & Frameworks
2023-09-05 Theodore R. Sumers et al. Cognitive Architectures for Language Agents AI Agents
2025-11-07 N/A What is AI agent memory? https AI Agents
2025-11-07 N/A Types of memory Tools & Frameworks
2025-11-07 N/A Episodic memory in AI agents poses risks that should be studied and mitigated AI Agents
2025-03-23 N/A Mastering long-term agentic memory with LangGraph AI Agents
2025-11-07 N/A Memory persistence Memory Systems
2025-11-07 N/A Can AI Forget Like Humans? Exploring Memory Dynamics in LLMs AI Agents
2025-11-07 N/A Back to the Future LLM
2025-02-27 LangMem LangMem Tools & Frameworks
2023-07-11 Mem Mem0 Memory Systems
2023-10-12 Letta Letta AI Agents
2023-03-17 N/A Semantic kernel plugins Tools & Frameworks
2025-11-07 N/A to/tool Tools & Frameworks
2022-10-24 LangChain ecosystem LangChain ecosystem Tools & Frameworks
2023-07-01 LangSmith LangSmith Tools & Frameworks
2025-11-07 N/A to Tools & Frameworks
2025-11-07 N/A steps/evaluating Tools & Frameworks
2025-11-07 N/A Multi-agent systems with LangGraph Multi-agent system
2025-11-07 N/A LangGraph Agentic concepts Tools & Frameworks
2025-11-07 N/A OpenAI Agents SDK Tools & Frameworks
2023-09-01 AutoGen AutoGen Tools & Frameworks
2023-11-01 N/A TaskWeaver Tools & Frameworks
2024-11-25 N/A MCP Python SDK Tools & Frameworks
2024-01-01 Anthropic Introducing the Model Context Protocol. Anthropic LLM
2025-01-01 Google’s Agent Google’s Agent2Agent Protocol AI Agents
2025-05-21 N/A Microsoft Launches NLWeb to Simplify Website–Agent Interactions. Forbes AI Agents
2025-05-19 Microsoft Build Microsoft Build 2025 AI Agents
2025-01-01 N/A Ethical Frameworks for Responsible AI AI Agents
2025-01-01 N/A Implementing Agentic AI AI Agents
2025-01-01 N/A Ethical Considerations of Agentic AI. ProcessMaker Blog AI Agents
2025-01-01 Carnegie Mellon University Carnegie Mellon University AI Agents
2025-01-01 N/A The Future of AI Security AI Agents
2024-01-01 N/A Mitigating Agentic AI Risks AI Agents
2025-01-01 N/A Ethical Implications of Agentic AI AI Agents
2025-11-07 N/A AI vs. Human Judgment of Content Moderation LLM
2024-01-01 N/A Responsible AI AI Agents
2024-01-01 N/A Responsible Content Moderation LLM
2018-01-01 BBC News Amazon scrapped ‘sexist AI’ tool. BBC News Tools & Frameworks
2018-01-01 N/A Study finds gender and skin-type bias in commercial AI systems. MIT News Ethics & Safety
2023-01-01 Joseph Cox GPT-4 Hired Unwitting TaskRabbit Worker by Pretending to Be ‘Vision-Impaired’ Human. VICE LLM
2023-03-13 N/A Guardrails AI. https AI Agents
2025-11-07 Jay Chen, Royce Lu Deceptive Delight method. https LLM
2016-01-01 The Guardian Partnership on AI AI Agents