{"total":372,"rows":[{"id":"2309.07864","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","created":"2023-09-14","cited_by_count":1439,"area":"agents"},{"id":"2303.17760","title":"CAMEL: Communicative Agents for \"Mind\" Exploration of Large Language Model Society","created":"2023-03-31","cited_by_count":1395,"area":"agents"},{"id":"2401.05566","title":"Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training","created":"2024-01-10","cited_by_count":529,"area":"agents"},{"id":"2309.02427","title":"Cognitive Architectures for Language Agents","created":"2023-09-05","cited_by_count":429,"area":"agents"},{"id":"2408.08435","title":"Automated Design of Agentic Systems","created":"2024-08-15","cited_by_count":407,"area":"agents"},{"id":"2505.22954","title":"Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents","created":"2025-05-29","cited_by_count":356,"area":"agents"},{"id":"2404.18231","title":"From Persona to Personalization: A Survey on Role-Playing Language Agents","created":"2024-04-28","cited_by_count":212,"area":"agents"},{"id":"2509.02547","title":"The Landscape of Agentic Reinforcement Learning for LLMs: A Survey","created":"2025-09-02","cited_by_count":205,"area":"agents"},{"id":"2411.15114","title":"RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts","created":"2024-11-22","cited_by_count":175,"area":"agents"},{"id":"2403.04783","title":"AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks","created":"2024-03-02","cited_by_count":145,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2503.23037","title":"Agentic Large Language Models, a survey","created":"2025-03-29","cited_by_count":108,"area":"agents"},{"id":"2403.08715","title":"SOTOPIA-$\\pi$: Interactive Learning of Socially Intelligent Language Agents","created":"2024-03-13","cited_by_count":93,"area":"agents"},{"id":"2402.10753","title":"ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages","created":"2024-02-16","cited_by_count":82,"area":"agents"},{"id":"2311.00262","title":"Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents","created":"2023-11-01","cited_by_count":77,"area":"agents"},{"id":"2604.08224","title":"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","created":"2026-04-09","cited_by_count":74,"area":"agents"},{"id":"2402.01586","title":"TrustAgent: Towards Safe and Trustworthy LLM-based Agents","created":"2024-02-02","cited_by_count":64,"area":"agents"},{"id":"2404.11972","title":"Aligning Language Models to Explicitly Handle Ambiguity","created":"2024-04-18","cited_by_count":56,"area":"agents"},{"id":"2407.00993","title":"Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents","created":"2024-07-01","cited_by_count":56,"area":"agents"},{"id":"2308.03427","title":"TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage","created":"2023-08-07","cited_by_count":55,"area":"agents"},{"id":"2409.16165","title":"EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities","created":"2024-09-24","cited_by_count":52,"area":"agents"},{"id":"2501.02506","title":"ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use","created":"2025-01-05","cited_by_count":50,"area":"agents"},{"id":"2401.08326","title":"RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning","created":"2024-01-16","cited_by_count":47,"area":"agents"},{"id":"2405.14125","title":"ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation","created":"2024-05-23","cited_by_count":47,"area":"agents"},{"id":"2407.20242","title":"BadRobot: Jailbreaking Embodied LLM Agents in the Physical World","created":"2024-07-16","cited_by_count":43,"area":"agents"},{"id":"2408.15232","title":"Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations","created":"2024-08-27","cited_by_count":43,"area":"agents"},{"id":"2410.01639","title":"Moral Alignment for LLM Agents","created":"2024-10-02","cited_by_count":39,"area":"agents"},{"id":"2503.02682","title":"MPO: Boosting LLM Agents with Meta Plan Optimization","created":"2025-03-04","cited_by_count":36,"area":"agents"},{"id":"2401.00741","title":"ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios","created":"2024-01-01","cited_by_count":35,"area":"agents"},{"id":"2401.05033","title":"Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk","created":"2024-01-10","cited_by_count":34,"area":"agents"},{"id":"2504.00218","title":"$\\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks","created":"2025-03-31","cited_by_count":34,"area":"agents"},{"id":"2410.18447","title":"ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis","created":"2024-10-24","cited_by_count":30,"area":"agents"},{"id":"2408.04449","title":"EARBench: Towards Evaluating Physical Risk Awareness for Task Planning of Foundation Model-based Embodied AI Agents","created":"2024-08-08","cited_by_count":27,"area":"agents"},{"id":"2402.04210","title":"Task Success is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors","created":"2024-02-06","cited_by_count":25,"area":"agents"},{"id":"2410.04078","title":"TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students","created":"2024-10-05","cited_by_count":25,"area":"agents"},{"id":"2602.11510","title":"AgentLeak: A Benchmark for Internal-Channel Privacy Leakage in Multi-Agent LLM Systems","created":"2026-02-12","cited_by_count":25,"area":"agents"},{"id":"2406.00215","title":"HumanEvalComm: Benchmarking the Communication Competence of Code Generation for LLMs and LLM Agent","created":"2024-05-31","cited_by_count":24,"area":"agents"},{"id":"2410.05434","title":"Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback","created":"2024-10-07","cited_by_count":24,"area":"agents"},{"id":"2502.01236","title":"Eliciting Language Model Behaviors with Investigator Agents","created":"2025-02-03","cited_by_count":23,"area":"agents"},{"id":"2504.21030","title":"Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications","created":"2025-04-26","cited_by_count":23,"area":"agents"},{"id":"2603.04549","title":"Adaptive Memory Admission Control for LLM Agents","created":"2026-03-04","cited_by_count":23,"area":"agents"},{"id":"2402.10196","title":"A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents","created":"2024-02-15","cited_by_count":22,"area":"agents"},{"id":"2410.07672","title":"MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization","created":"2024-10-10","cited_by_count":22,"area":"agents"},{"id":"2511.20703","title":"PropensityBench: Evaluating Latent Safety Risks in Large Language Models via an Agentic Approach","created":"2025-11-24","cited_by_count":22,"area":"agents"},{"id":"2311.06957","title":"Simulating Public Administration Crisis: A Novel Generative Agent-Based Simulation System to Lower Technology Barriers in Social Science Research","created":"2023-11-12","cited_by_count":21,"area":"agents"},{"id":"2402.14859","title":"The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative","created":"2024-02-20","cited_by_count":21,"area":"agents"},{"id":"2407.17915","title":"The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models","created":"2024-07-25","cited_by_count":20,"area":"agents"},{"id":"2601.11369","title":"Institutional AI: Governing LLM Collusion in Multi-Agent Cournot Markets via Public Governance Graphs","created":"2026-01-16","cited_by_count":20,"area":"agents"},{"id":"2602.05073","title":"Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities","created":"2026-02-04","cited_by_count":20,"area":"agents"},{"id":"2310.01444","title":"Adapting LLM Agents with Universal Feedback in Communication","created":"2023-10-01","cited_by_count":19,"area":"agents"},{"id":"2402.18240","title":"Prospect Personalized Recommendation on Large Language Model-based Agent Platform","created":"2024-02-28","cited_by_count":19,"area":"agents"},{"id":"2405.13009","title":"MetaReflection: Learning Instructions for Language Agents using Past Reflections","created":"2024-05-13","cited_by_count":19,"area":"agents"},{"id":"2508.08791","title":"Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments","created":"2025-08-12","cited_by_count":19,"area":"agents"},{"id":"2509.11062","title":"Auto-Slides: An Interactive Multi-Agent System for Creating and Customizing Research Presentations","created":"2025-09-14","cited_by_count":19,"area":"agents"},{"id":"2602.22302","title":"Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents","created":"2026-02-25","cited_by_count":19,"area":"agents"},{"id":"2607.13104","title":"Self-Improvements in Modern Agentic Systems: A Survey","created":"2026-07-14","cited_by_count":19,"area":"agents"},{"id":"2310.00322","title":"Evolving Diverse Red-team Language Models in Multi-round Multi-agent Games","created":"2023-09-30","cited_by_count":17,"area":"agents"},{"id":"2510.18113","title":"Investigating the Impact of Dark Patterns on LLM-Based Web Agents","created":"2025-10-20","cited_by_count":17,"area":"agents"},{"id":"2604.15877","title":"Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents","created":"2026-04-17","cited_by_count":17,"area":"agents"},{"id":"2502.02534","title":"Adaptive Self-improvement LLM Agentic System for ML Library Development","created":"2025-02-04","cited_by_count":16,"area":"agents"},{"id":"2506.12152","title":"Because we have LLMs, we Can and Should Pursue Agentic Interpretability","created":"2025-06-13","cited_by_count":16,"area":"agents"},{"id":"2601.04566","title":"BackdoorAgent: A Unified Framework for Backdoor Attacks on LLM-based Agents","created":"2026-01-08","cited_by_count":16,"area":"agents"},{"id":"2603.19469","title":"A Framework for Formalizing LLM Agent Security","created":"2026-03-19","cited_by_count":16,"area":"agents"},{"id":"2401.04620","title":"Agent Alignment in Evolving Social Norms","created":"2024-01-09","cited_by_count":15,"area":"agents"},{"id":"2511.18538","title":"From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence","created":"2025-11-23","cited_by_count":15,"area":"agents"},{"id":"2601.21468","title":"MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning","created":"2026-01-29","cited_by_count":15,"area":"agents"},{"id":"2602.06443","title":"TrajAD: Trajectory Anomaly Detection for Trustworthy LLM Agents","created":"2026-02-06","cited_by_count":15,"area":"agents"},{"id":"2603.22868","title":"Agent-Sentry: Bounding LLM Agents via Execution Provenance","created":"2026-03-24","cited_by_count":15,"area":"agents"},{"id":"2502.00757","title":"AgentBreeder: Mitigating the AI Safety Risks of Multi-Agent Scaffolds via Self-Improvement","created":"2025-02-02","cited_by_count":14,"area":"agents"},{"id":"2503.02519","title":"Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent","created":"2025-03-04","cited_by_count":14,"area":"agents"},{"id":"2412.08445","title":"TapeAgents: a Holistic Framework for Agent Development and Optimization","created":"2024-12-11","cited_by_count":13,"area":"agents"},{"id":"2601.01743","title":"AI Agent Systems: Architectures, Applications, and Evaluation","created":"2026-01-05","cited_by_count":13,"area":"agents"},{"id":"2605.10899","title":"RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards","created":"2026-05-11","cited_by_count":12,"area":"agents"},{"id":"2402.00262","title":"Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective","created":"2024-02-01","cited_by_count":11,"area":"agents"},{"id":"2509.14285","title":"A Multi-Agent LLM Defense Pipeline Against Prompt Injection Attacks","created":"2025-09-16","cited_by_count":11,"area":"agents"},{"id":"2601.03743","title":"O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL","created":"2026-01-07","cited_by_count":11,"area":"agents"},{"id":"2603.19328","title":"The Verifier Tax: Horizon Dependent Safety Success Tradeoffs in Tool Using LLM Agents","created":"2026-03-18","cited_by_count":11,"area":"agents"},{"id":"2604.04202","title":"ClawArena: Benchmarking AI Agents in Evolving Information Environments","created":"2026-04-05","cited_by_count":11,"area":"agents"},{"id":"2604.15415","title":"HarmfulSkillBench: How Do Harmful Skills Weaponize Your Agents?","created":"2026-04-16","cited_by_count":11,"area":"agents"},{"id":"2604.23338","title":"A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework","created":"2026-04-25","cited_by_count":11,"area":"agents"},{"id":"2306.10322","title":"CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation","created":"2023-06-17","cited_by_count":10,"area":"agents"},{"id":"2402.08078","title":"Large Language Models as Agents in Two-Player Games","created":"2024-02-12","cited_by_count":10,"area":"agents"},{"id":"2410.09006","title":"From Interaction to Impact: Towards Safer AI Agents Through Understanding and Evaluating Mobile UI Operation Impacts","created":"2024-10-11","cited_by_count":10,"area":"agents"},{"id":"2409.03256","title":"E2CL: Exploration-based Error Correction Learning for Embodied Agents","created":"2024-09-05","cited_by_count":9,"area":"agents"},{"id":"2412.04093","title":"Practical Considerations for Agentic LLM Systems","created":"2024-12-05","cited_by_count":9,"area":"agents"},{"id":"2502.21038","title":"Reward Learning from Multiple Feedback Types","created":"2025-02-28","cited_by_count":9,"area":"agents"},{"id":"2505.05762","title":"Multi-Agent Systems for Robotic Autonomy with LLMs","created":"2025-05-09","cited_by_count":9,"area":"agents"},{"id":"2505.12402","title":"Automated Profile Inference with Language Model Agents","created":"2025-05-18","cited_by_count":9,"area":"agents"},{"id":"2603.19423","title":"The Autonomy Tax: Defense Training Breaks LLM Agents","created":"2026-03-19","cited_by_count":9,"area":"agents"},{"id":"2502.01562","title":"Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization","created":"2025-02-03","cited_by_count":8,"area":"agents"},{"id":"2502.01714","title":"Position: Towards a Responsible LLM-empowered Multi-Agent Systems","created":"2025-02-03","cited_by_count":8,"area":"agents"},{"id":"2506.05305","title":"ProRefine: Inference-Time Prompt Refinement with Textual Feedback","created":"2025-06-05","cited_by_count":8,"area":"agents"},{"id":"2510.02557","title":"Orchestrating Human-AI Teams: The Manager Agent as a Unifying Research Challenge","created":"2025-10-02","cited_by_count":8,"area":"agents"},{"id":"2602.11749","title":"AIR: Improving Agent Safety through Incident Response","created":"2026-02-12","cited_by_count":8,"area":"agents"},{"id":"2606.22528","title":"Governance Decay: How Context Compaction Silently Erases Safety Constraints in Long-Horizon LLM Agents","created":"2026-06-21","cited_by_count":8,"area":"agents"},{"id":"2606.29476","title":"CRAFT: Counterfactual Credit Assignment from Free Sibling Rollouts for Self-Distilled Agentic Reinforcement Learning","created":"2026-06-28","cited_by_count":8,"area":"agents"},{"id":"2308.11807","title":"Towards an On-device Agent for Text Rewriting","created":"2023-08-22","cited_by_count":7,"area":"agents"},{"id":"2312.01818","title":"Hybrid Approaches for Moral Value Alignment in AI Agents: a Manifesto","created":"2023-12-04","cited_by_count":7,"area":"agents"},{"id":"2405.12900","title":"Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents","created":"2024-05-21","cited_by_count":7,"area":"agents"},{"id":"2506.11083","title":"RedDebate: Safer Responses Through Multi-Agent Red Teaming Debates","created":"2025-06-04","cited_by_count":7,"area":"agents"}],"next_cursor":"100"}