arXiv Artificial IntelligenceA Unified Framework for Trajectory Prediction with Explicit Planning and Reaction Decomposition
arXiv:2608.05673v1 Announce Type: new Abstract: Trajectory prediction has shifted toward structured…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceRefining Over Resampling: Test-Time Self-Correction for LLM Reasoning
arXiv:2608.05643v1 Announce Type: new Abstract: Test-time scaling improves LLM reasoning by using additional…
arXiv Artificial IntelligenceBayesian Expected Uncertainty Reduction (B-EUR) Model: A Computational Account of What Makes Design Options Worth Trying
arXiv:2608.05642v1 Announce Type: new Abstract: This paper proposes the Bayesian Expected Uncertainty…
arXiv Artificial IntelligenceSkillHEX: Improving Agent Skills via Hypothesis-Driven Autonomous Exploration and Exploitation
arXiv:2608.05628v1 Announce Type: new Abstract: Although agent skills equip LLMs with reusable procedural…
arXiv Artificial IntelligenceMeasuring and Detecting Harmful AI Sycophancy
arXiv:2608.05624v1 Announce Type: new Abstract: Sycophantic responses are becoming pervasive in large…
arXiv Artificial IntelligenceStepReflect: Structured UI Transition Reflection for Mobile GUI Agents
arXiv:2608.05587v1 Announce Type: new Abstract: Autonomous mobile GUI agents require accurate action…
arXiv Artificial IntelligenceSkillTV-Bench: Benchmarking How Well Judges Perform on Skill-Augmented Agentic Execution
arXiv:2608.05573v1 Announce Type: new Abstract: LLM agents increasingly execute long-horizon tasks through…
arXiv Artificial IntelligenceHyper-ES: Effective Evolution Strategies for LLM Reasoning via Descent Direction Merging
arXiv:2608.05541v1 Announce Type: new Abstract: Evolution Strategy (ES) is a promising alternative to…
arXiv Artificial IntelligenceEcoAgent-Bench: Evaluating Economic Decision-Making in Budget-Constrained LLM Agents
arXiv:2608.05519v1 Announce Type: new Abstract: Agent benchmarks usually measure task completion and treat…
arXiv Artificial IntelligenceInnovation-Residual Auditing of Autonomous Analysis Agents: Localization, Detection Limits, Error Control, and Identifiability
arXiv:2608.05490v1 Announce Type: new Abstract: Autonomous agents now carry out entire data analyses…
arXiv Artificial IntelligenceStochasticity Is Not the Hard Part: Reduction and Complexity in Instructional Sequencing over Prerequisite DAGs
arXiv:2608.05455v1 Announce Type: new Abstract: When a student must learn concepts connected by prerequisite…
arXiv Artificial IntelligenceSCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications
arXiv:2608.05439v1 Announce Type: new Abstract: Translating natural language instructions into…
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