{"list":"other","total":261,"rows":[{"id":"2307.01928","title":"Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners","created":"2023-07-04","cited_by_count":308},{"id":"2502.04180","title":"Multi-agent Architecture Search via Agentic Supernet","created":"2025-02-06","cited_by_count":179},{"id":"2311.05772","title":"ADaPT: As-Needed Decomposition and Planning with Language Models","created":"2023-11-08","cited_by_count":177},{"id":"2307.13565","title":"Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities","created":"2023-07-25","cited_by_count":130},{"id":"2503.23037","title":"Agentic Large Language Models, a survey","created":"2025-03-29","cited_by_count":108},{"id":"2403.15941","title":"Explore until Confident: Efficient Exploration for Embodied Question Answering","created":"2024-03-23","cited_by_count":74},{"id":"2603.22455","title":"SkillRouter: Skill Routing for LLM Agents at Scale","created":"2026-03-23","cited_by_count":61},{"id":"2408.01875","title":"Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval","created":"2024-08-03","cited_by_count":52},{"id":"2507.20280","title":"SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration","created":"2025-07-27","cited_by_count":43},{"id":"2505.15277","title":"Web-Shepherd: Advancing PRMs for Reinforcing Web Agents","created":"2025-05-21","cited_by_count":41},{"id":"2411.00784","title":"FIRE: Fact-checking with Iterative Retrieval and Verification","created":"2024-10-17","cited_by_count":39},{"id":"2401.14016","title":"Towards Uncertainty-Aware Language Agent","created":"2024-01-25","cited_by_count":32},{"id":"2509.02360","title":"When Agents go Astray: Course-Correcting SWE Agents with PRMs","created":"2025-09-02","cited_by_count":28},{"id":"2505.20660","title":"BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism","created":"2025-05-27","cited_by_count":25},{"id":"2601.08605","title":"ExpSeek: Self-Triggered Experience Seeking for Web Agents","created":"2026-01-13","cited_by_count":23},{"id":"2602.19672","title":"SkillOrchestra: Learning to Route Agents via Skill Transfer","created":"2026-02-23","cited_by_count":23},{"id":"2503.18492","title":"VeriSafe Agent: Safeguarding Mobile GUI Agent via Logic-based Action Verification","created":"2025-03-24","cited_by_count":22},{"id":"2512.07850","title":"SABER: Small Actions, Big Errors -- Safeguarding Mutating Steps in LLM Agents","created":"2025-11-26","cited_by_count":21},{"id":"2502.00409","title":"Doing More with Less: A Survey on Routing Strategies for Resource Optimisation in Large Language Model-Based Systems","created":"2025-02-01","cited_by_count":20},{"id":"2503.14269","title":"DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal","created":"2025-03-18","cited_by_count":20},{"id":"2411.07464","title":"BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks","created":"2024-11-12","cited_by_count":19},{"id":"2601.15703","title":"Agentic Uncertainty Quantification","created":"2026-01-22","cited_by_count":19},{"id":"2603.26233","title":"Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents","created":"2026-03-27","cited_by_count":19},{"id":"2512.03109","title":"E-valuator: Reliable Agent Verifiers with Sequential Hypothesis Testing","created":"2025-12-02","cited_by_count":17},{"id":"2602.16699","title":"Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents","created":"2026-02-18","cited_by_count":17},{"id":"2602.16873","title":"AdaptOrch: Task-Adaptive Multi-Agent Orchestration in the Era of LLM Performance Convergence","created":"2026-02-18","cited_by_count":17},{"id":"2402.00251","title":"Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning","created":"2024-02-01","cited_by_count":16},{"id":"2601.02695","title":"EvoRoute: Experience-Driven Self-Routing LLM Agent Systems","created":"2026-01-06","cited_by_count":16},{"id":"2603.20449","title":"Solver-Aided Verification of Policy Compliance in Tool-Augmented LLM Agents","created":"2026-03-20","cited_by_count":16},{"id":"2606.03056","title":"SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale","created":"2026-06-02","cited_by_count":16},{"id":"2508.04025","title":"Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement","created":"2025-08-06","cited_by_count":15},{"id":"2602.03338","title":"Accurate Failure Prediction in Agents Does Not Imply Effective Failure Prevention","created":"2026-02-03","cited_by_count":15},{"id":"2602.06443","title":"TrajAD: Trajectory Anomaly Detection for Trustworthy LLM Agents","created":"2026-02-06","cited_by_count":15},{"id":"2602.17037","title":"Wink: Recovering from Misbehaviors in Coding Agents","created":"2026-02-19","cited_by_count":15},{"id":"2503.02519","title":"Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent","created":"2025-03-04","cited_by_count":14},{"id":"2510.14337","title":"Stop-RAG: Value-Based Retrieval Control for Iterative RAG","created":"2025-10-16","cited_by_count":14},{"id":"2605.05701","title":"Inference-Time Budget Control for LLM Search Agents","created":"2026-05-07","cited_by_count":13},{"id":"2505.11807","title":"Retrospex: Language Agent Meets Offline Reinforcement Learning Critic","created":"2025-05-17","cited_by_count":12},{"id":"2505.17616","title":"Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments","created":"2025-05-23","cited_by_count":12},{"id":"2510.26585","title":"Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems","created":"2025-10-30","cited_by_count":12},{"id":"2601.00516","title":"Trajectory Guard -- A Lightweight, Sequence-Aware Model for Real-Time Anomaly Detection in Agentic AI","created":"2026-01-02","cited_by_count":12},{"id":"2601.03872","title":"Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning","created":"2026-01-07","cited_by_count":11},{"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},{"id":"2605.08715","title":"AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems","created":"2026-05-09","cited_by_count":11},{"id":"2607.00053","title":"SWE-Router: Routing in Multi-turn Agentic Software Engineering Tasks","created":"2026-06-30","cited_by_count":11},{"id":"2609.26532","title":"REFLEX with Jev for Efficient Selective Control in LLM Agents","created":"2026-09-22","cited_by_count":11},{"id":"2407.11843","title":"Preemptive Detection and Correction of Misaligned Actions in LLM Agents","created":"2024-07-16","cited_by_count":10},{"id":"2510.16499","title":"Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection","created":"2025-10-18","cited_by_count":10},{"id":"2602.21227","title":"Budget-Aware Agentic Routing via Boundary-Guided Training","created":"2026-02-04","cited_by_count":10},{"id":"2606.22902","title":"Agent-as-a-Router: Agentic Model Routing for Coding Tasks","created":"2026-06-22","cited_by_count":10},{"id":"2607.07405","title":"Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents","created":"2026-07-08","cited_by_count":10},{"id":"2412.01250","title":"Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues","created":"2024-12-02","cited_by_count":8},{"id":"2508.05152","title":"Tool Graph Retriever: Exploring Dependency Graph-based Tool Retrieval for Large Language Models","created":"2025-08-07","cited_by_count":8},{"id":"2603.07915","title":"Ares: Adaptive Reasoning Effort Selection for Efficient LLM Agents","created":"2026-03-09","cited_by_count":8},{"id":"2603.12823","title":"Adaptive Vision-Language Model Routing for Computer Use Agents","created":"2026-03-13","cited_by_count":8},{"id":"2606.03135","title":"Uncertainty-Aware Clarification in LLM Agents with Information Gain","created":"2026-06-02","cited_by_count":8},{"id":"2608.08239","title":"The Replay Gap: Static Evaluation of Model Switching in LLM Agents Scores the Wrong World","created":"2026-08-08","cited_by_count":8},{"id":"2601.05777","title":"EET: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents","created":"2026-01-09","cited_by_count":7},{"id":"2601.08276","title":"ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web","created":"2026-01-13","cited_by_count":7},{"id":"2604.01413","title":"Adaptive Stopping for Multi-Turn LLM Reasoning","created":"2026-04-01","cited_by_count":7},{"id":"2604.07036","title":"ReDAct: Uncertainty-Aware Deferral for LLM Agents","created":"2026-04-08","cited_by_count":7},{"id":"2604.27151","title":"Step-level Optimization for Efficient Computer-use Agents","created":"2026-04-29","cited_by_count":7},{"id":"2606.03565","title":"Skill Is Not Document: Query-Conditioned Compatibility for LLM Agent Skill Routing","created":"2026-06-02","cited_by_count":7},{"id":"2310.08446","title":"Towards Robust Multi-Modal Reasoning via Model Selection","created":"2023-10-12","cited_by_count":6},{"id":"2412.08281","title":"Lachesis: Predicting LLM Inference Accuracy using Structural Properties of Reasoning Paths","created":"2024-12-11","cited_by_count":6},{"id":"2503.00729","title":"CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments","created":"2025-03-02","cited_by_count":6},{"id":"2509.20386","title":"Dynamic ReAct: Scalable Tool Selection for Large-Scale MCP Environments","created":"2025-09-22","cited_by_count":6},{"id":"2510.05307","title":"When Should Users Check? Modeling Confirmation Frequency in Multi-Step Agentic AI Tasks","created":"2025-10-06","cited_by_count":6},{"id":"2511.02200","title":"Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration","created":"2025-11-04","cited_by_count":6},{"id":"2601.21162","title":"A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning","created":"2026-01-29","cited_by_count":6},{"id":"2602.11931","title":"AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection","created":"2026-02-12","cited_by_count":6},{"id":"2605.05980","title":"TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering","created":"2026-05-07","cited_by_count":6},{"id":"2605.08386","title":"SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents","created":"2026-05-08","cited_by_count":6},{"id":"2605.15206","title":"AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices","created":"2026-05-01","cited_by_count":6},{"id":"2605.18859","title":"TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing","created":"2026-05-14","cited_by_count":6},{"id":"2606.14476","title":"When the Tool Decides: LLM Agents Defer Blindly to Graph Neural Network Tools, and Stronger Backbones Defer More","created":"2026-06-12","cited_by_count":6},{"id":"2606.15017","title":"Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents","created":"2026-06-12","cited_by_count":6},{"id":"2606.29225","title":"PolicyGuard: A Dialogue-Grounded Sub-Agent Verifier for Policy Adherence in LLM Agents","created":"2026-06-28","cited_by_count":6},{"id":"2608.04289","title":"SafeCommit: Certifying When Memory-Grounded Agents May Safely Act","created":"2026-08-04","cited_by_count":6},{"id":"2507.03293","title":"LogicGuard: Improving Embodied LLM agents through Temporal Logic based Critics","created":"2025-07-04","cited_by_count":5},{"id":"2509.11626","title":"Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools","created":"2025-09-15","cited_by_count":5},{"id":"2509.24387","title":"AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation","created":"2025-09-29","cited_by_count":5},{"id":"2510.03217","title":"Abstain and Validate: A Dual-LLM Policy for Reducing Noise in Agentic Program Repair","created":"2025-10-03","cited_by_count":5},{"id":"2510.23458","title":"BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents","created":"2025-10-27","cited_by_count":5},{"id":"2511.20975","title":"Aragog: Just-in-Time Model Routing for Scalable Serving of Agentic Workflows","created":"2025-11-26","cited_by_count":5},{"id":"2601.23188","title":"Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience","created":"2026-01-30","cited_by_count":5},{"id":"2603.05517","title":"Traversal-as-Policy: Log-Distilled Gated Behavior Trees as Externalized, Verifiable Policies for Safe, Robust, and Efficient Agents","created":"2026-01-30","cited_by_count":5},{"id":"2604.06753","title":"Select-then-Solve: Paradigm Routing as Inference-Time Optimization for LLM Agents","created":"2026-04-08","cited_by_count":5},{"id":"2604.21375","title":"VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation","created":"2026-04-23","cited_by_count":5},{"id":"2606.13814","title":"TASR: Training-Free Adaptive Stopping for Iterative Retrieval","created":"2026-06-11","cited_by_count":5},{"id":"2606.18051","title":"Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose","created":"2026-06-16","cited_by_count":5},{"id":"2606.21811","title":"Steer, Don't Solve: Training Small Critic Models for Large Code Agents","created":"2026-06-20","cited_by_count":5},{"id":"2608.02464","title":"Real-Time Detection and Repair of LLM Agent Failures","created":"2026-08-03","cited_by_count":5},{"id":"2608.02680","title":"TraceCompiler: Skill-Guided Mining and Compilation of LLM Agent Traces into Mostly Deterministic Workflows","created":"2026-08-03","cited_by_count":5},{"id":"2608.03222","title":"Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks","created":"2026-08-04","cited_by_count":5},{"id":"2608.05810","title":"When Self-Evolution Backfires: Pre-Commit Gating against Skill Contamination in LLM Agents","created":"2026-08-06","cited_by_count":5},{"id":"2608.16721","title":"GenRouter: Unified Workflow Routing for Agentic Image Generation","created":"2026-08-17","cited_by_count":5},{"id":"2512.02228","title":"STRIDE: A Systematic Framework for Selecting AI Modalities -- Agentic AI, AI Assistants, or LLM Calls","created":"2025-12-01","cited_by_count":4},{"id":"2601.10560","title":"Learning Latency-Aware Orchestration for Multi-Agent Systems","created":"2026-01-15","cited_by_count":4},{"id":"2603.04646","title":"HDLFORGE: A Two-Stage Multi-Agent Framework for Efficient Verilog Code Generation with Adaptive Model Escalation","created":"2026-03-04","cited_by_count":4}],"next_cursor":"100"}