arXiv Artificial IntelligenceWebXSkill: Skill Learning for Autonomous Web Agents
arXiv:2604.13318v2 Announce Type: replace Abstract: Autonomous web agents powered by large language models…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceReVEL: Multi-Turn Reflective LLM-Guided Heuristic Evolution via Structured Performance Feedback
arXiv:2604.04940v3 Announce Type: replace Abstract: Designing effective heuristics for NP-hard combinatorial…
arXiv Artificial IntelligenceA Multi-Agent Human-LLM Collaborative Framework for Closed-Loop Scientific Literature Summarization
arXiv:2604.01452v2 Announce Type: replace Abstract: Scientific discovery is slowed by fragmented literature…
arXiv Artificial IntelligenceView-oriented Conversation Compiler for Agent Trace Analysis
arXiv:2603.29678v3 Announce Type: replace Abstract: We observe that an agent trace is a structured document…
arXiv Artificial IntelligencePeopleSearchBench: Evaluating AI-Powered People Search Platforms with Criteria-Grounded Verification
arXiv:2603.27476v3 Announce Type: replace Abstract: AI-powered people search platforms are increasingly…
arXiv Artificial IntelligenceJFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees
arXiv:2603.22978v2 Announce Type: replace Abstract: In the maintenance of complex systems, fault trees are…
arXiv Artificial IntelligenceUnified-MAS: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systems
arXiv:2603.21475v2 Announce Type: replace Abstract: Automatic Multi-Agent Systems (MAS) generation has…
arXiv Artificial IntelligenceRetrieval-Augmented LLM Agents: Learning to Learn from Experience
arXiv:2603.18272v2 Announce Type: replace Abstract: While large language models (LLMs) have advanced the…
arXiv Artificial IntelligenceTowards Natural Personalization: Evaluating Long-Horizon Preference Following in Personalized User-LLM Interactions
arXiv:2603.04191v2 Announce Type: replace Abstract: Large Language Models (LLMs) are increasingly serving as…
arXiv Artificial IntelligenceAgentRx: Diagnosing AI Agent Failures from Execution Trajectories
arXiv:2602.02475v2 Announce Type: replace Abstract: AI agents often fail in ways that are difficult to…
arXiv Artificial IntelligenceBeyond Dense States: Sparse Transcoders as Causally Testable Operators for LLM Latent Reasoning
arXiv:2602.01695v2 Announce Type: replace Abstract: Latent reasoning reduces the token-generation cost of…
arXiv Artificial IntelligenceReasoning and Tool-use Compete in Agentic RL:From Quantifying Interference to Disentangled Tuning
arXiv:2602.00994v3 Announce Type: replace Abstract: Agentic Reinforcement Learning (ARL) trains large…
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