reasoning

Documents about reasoning

• The Reasoning View and Defeasible Practical Reasoning#117567PhilArchive
• Reasoning about Bounded Reasoning#141767arXiv (OAI)
• Uncertain reasoning about agents' beliefs and reasoning#107802PhilArchive
• Visually-Guided Policy Optimization for Multimodal Reasoning#6011arXiv CS
• Expectational v. Instrumental Reasoning: What Statistics Contributes to Practical Reasoning#167317PhilArchive
• Process Reward Agents for Steering Knowledge-Intensive Reasoning#5998arXiv CS
• Thinking with Reasoning Skills: Fewer Tokens, More Accuracy#126561arXiv CS
• E3-TIR: Enhanced Experience Exploitation for Tool-Integrated Reasoning#6000arXiv CS
• Reward Design for Physical Reasoning in Vision-Language Models#14059arXiv CS
• Weak-Link Optimization for Multi-Agent Reasoning and Collaboration#31326arXiv CS
• Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval#31327arXiv CS
• Beyond the Attention Stability Boundary: Agentic Self-Synthesizing Reasoning Protocols#138981arXiv CS
• OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks#2633arXiv CS
• VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning#5993arXiv CS
• DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding#13141arXiv CS
• IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning#19054arXiv CS
• Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs#31317arXiv CS
• The Art of Logical Thinking; Or, The Laws of Reasoning#50812Project Gutenberg
• Process Supervision via Verbal Critique Improves Reasoning in Large Language Models#126573arXiv CS
• LLMs as ASP Programmers: Self-Correction Enables Task-Agnostic Nonmonotonic Reasoning#149116arXiv CS
• Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards#155339arXiv CS
• Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games#158577arXiv CS
• Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key#168349arXiv CS
• Evolutionary Pre-Prompt Optimization for Mathematical Reasoning#129389HAL (France)
• SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context#10391arXiv CS
• ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams#31324arXiv CS
• OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model#124080arXiv CS
• Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation#124085arXiv CS
• The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm#124095arXiv CS
• A systematic evaluation of vision-language models for observational astronomical reasoning tasks#138973arXiv CS
• PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model#138985arXiv CS
• Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing#2649arXiv CS
• VISOR: Agentic Visual Retrieval-Augmented Generation via Iterative Search and Over-horizon Reasoning#5995arXiv CS
• General365: Benchmarking General Reasoning in Large Language Models Across Diverse and Challenging Tasks#10382arXiv CS
• Broadening the Applicability of Conditional Syntax Splitting for Reasoning from Conditional Belief Bases#13155arXiv CS
• To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning#126572arXiv CS
• Benchmarking Source-Sensitive Reasoning in Turkish: Humans and LLMs under Evidential Trust Manipulation#138962arXiv CS
• Agentic clinical reasoning over longitudinal myeloma records: a retrospective evaluation against expert consensus#138982arXiv CS
• Explaining Order Effects in Counterfactual Reasoning#160497OSF
• Reasoning and Deducing#94561PhilArchive
• Faithful GRPO: Improving Visual Spatial Reasoning in Multimodal Language Models via Constrained Policy Optimization#2639arXiv CS
• Collaborative Multi-Agent Scripts Generation for Enhancing Imperfect-Information Reasoning in Murder Mystery Games#10388arXiv CS
• FM-Agent: Scaling Formal Methods to Large Systems via LLM-Based Hoare-Style Reasoning#10404arXiv CS
• Rethinking Math Reasoning Evaluation: A Robust LLM-as-a-Judge Framework Beyond Symbolic Rigidity#134580arXiv CS
• CrashSight: A Phase-Aware, Infrastructure-Centric Video Benchmark for Traffic Crash Scene Understanding and Reasoning#2642arXiv CS
• Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets#134597arXiv CS
• Thinking in Text and Images: Interleaved Vision--Language Reasoning Traces for Long-Horizon Robot Manipulation#151789arXiv CS
• MacIntyre on Practical Reasoning#78370PhilArchive
• Reflection, confabulation, and reasoning#82871PhilArchive
• Reasoning: all at sea?#83555PhilArchive

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