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Learning When to Withdraw: Curriculum Coverage and Rule-Specific Failures in Fine-Tuned Language Agents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Athanor: An Agent-Native System for Autonomous Post-Training Research
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
OmicsBench: a long-horizon multi-turn benchmark of AI agents on research-study-scale bioinformatics
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Sci$\Pi$vot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Probe-and-Resume: When and How to Evaluate Agent Execution
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
MemComposer: Learning to Assemble Memories for LLM Agents via Reinforcement Learning
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Planning Commitment of LLM under Partial Observability
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
CleanRM: Reward Modeling from Noisy Feedback with a Few Clean Feedback for RLHF
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
All-in-One Memory: Process-Rewarded Reinforcement Learning for Memory Agents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
GRADS: Graph-Regulated Agentic Data Synthesis with Controllable Difficulty
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
MemScope: Evolving Agent Memory Architectures through Localized Code Repair
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
AgentEval: Evidence-Bounded Assessment of Stateful Agents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Does Latent Chain-of-Thought Actually Reason? A Single, Unifying Taxonomy for Latent Reasoning
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Condition-Contrastive Extrapolation for On-Policy Distillation of Language Models
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Who May Release an Agent's Promise? Standing over Commitments in Multi-Party Chat
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Entertain, then Cancel: How Thinking Makes Reasoning Models Read Some and Or Literally
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Rubric Judgments Lack Uncertainty: Conformal Weighting for LLM Evaluation
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
AutoOnboarder: Autonomously Onboarding LLM Agents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Auditing Escalation Reliability in Healthcare LLM Agents: A Perturbation-Controlled Benchmark of Workflow-State Failures
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Diviner: Agentic RCA with Human-Governed Adaptation for Large-Scale Infrastructure
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Mallea: Building, Steering, and Memorizing Worlds with Coding Agent
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
The Density of Thought: Predicting and Steering Reasoning in Large Language Models
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Bias Control and Injection for Multi-Agent Aggregation
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Money-Mule Detection as a Relational Learning Problem: A Study on the RBIH NFPC Dataset
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Constrained Multi-Agent Reinforcement Learning in Imagination
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
DocPilot: Interactive Agent Orchestration and Training for Long Visual Document Understanding
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Quantum Versus Classical Machine Learning for Neuropsychiatric Disorders: A Feature-Matched Multi-Cohort Evaluation
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
ARGUS: An Agenda-Driven Framework for Reliable User Simulation
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
FedSkillGit: Federated Skill Evolution via Version Control
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Learning to Reason with Selective Internal Feedback
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Self-Guided LLM Reasoning for Error Diagnosis in Vehicle Routing Problems
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Watts If? A Benchmark for Counterfactual Reasoning About the AI Data Center Buildout
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
MemCut: Every Secret Leaves a Trail in the Long-Term Memory of LLM Agents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Jev-LiteMAS: Separating Decisions from Generation in Multi-Agent Workflows
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMs
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Do Agents Need a New Kind of Paper? SPRA: Structured Paper Representation for Agents
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Learning from Interaction Experience via Localized Context Distillation
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Incentivizing Tool-Use Reinforcement Learning for Post-Arrival Emergency Care Prediction
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Ontology Refinement with Embeddings and LLMs: A Case Study on CASTON
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Tool-Augmented Large Language Models for Reliable Medical Calculation from Patient Notes
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
AI-Driven Disaster Response and Displacement Monitoring
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
FlashAttention with Statistics: Low-Overhead Attention Features for Compact Hallucination Detectors
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
MetaExp: Learning to Self-Improve through Experience via Verifiable Cross-Task Environment Scaling
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
ISW-Agent: Integrating LLM-Driven Dialogue with n8n Workflow for Internal Solitary Wave Remote Sensing Image Processing
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
Decomposing Brain-LLM Alignment with Interpretable Semantic Representations
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
QREF: Improving DeepSearch Agents by Aligning Search with Reasoning via Query Refinement and Evidence Filtering
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle
SCRIBE: Scalable Contextual Representations of Interpretable Brain-Grounded Semantics
arXiv cs.AIarxiv.orgAgregado: 17/10/2026, 2:00:46Publicado: 16/10/2026, 4:00:00detalle