Introspection of Thought Helps AI Agents
Fuente:
arXiv
Guardado en:
| Autores principales: | Sun, Haoran, Zeng, Shaoning |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents
por: Sun, Haoran, et al.
Publicado: (2025)
por: Sun, Haoran, et al.
Publicado: (2025)
Preference-Aware Memory Update for Long-Term LLM Agents
por: Sun, Haoran, et al.
Publicado: (2025)
por: Sun, Haoran, et al.
Publicado: (2025)
An Uncertainty-Driven Adaptive Self-Alignment Framework for Large Language Models
por: Sun, Haoran, et al.
Publicado: (2025)
por: Sun, Haoran, et al.
Publicado: (2025)
A Novel Self-Evolution Framework for Large Language Models
por: Sun, Haoran, et al.
Publicado: (2025)
por: Sun, Haoran, et al.
Publicado: (2025)
DatasetAgent: A Novel Multi-Agent System for Auto-Constructing Datasets from Real-World Images
por: Sun, Haoran, et al.
Publicado: (2025)
por: Sun, Haoran, et al.
Publicado: (2025)
Emergent Introspection in AI is Content-Agnostic
por: Lederman, Harvey, et al.
Publicado: (2026)
por: Lederman, Harvey, et al.
Publicado: (2026)
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation
por: Liu, Jinliang, et al.
Publicado: (2025)
por: Liu, Jinliang, et al.
Publicado: (2025)
Privileged Self-Access Matters for Introspection in AI
por: Song, Siyuan, et al.
Publicado: (2025)
por: Song, Siyuan, et al.
Publicado: (2025)
Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical Study
por: Zhang, Li, et al.
Publicado: (2025)
por: Zhang, Li, et al.
Publicado: (2025)
Introspective Diffusion Language Models
por: Yu, Yifan, et al.
Publicado: (2026)
por: Yu, Yifan, et al.
Publicado: (2026)
Can LLMs Introspect? A Reality Check
por: Singh, Shashwat, et al.
Publicado: (2026)
por: Singh, Shashwat, et al.
Publicado: (2026)
Beyond Introspection: Reinforcing Thinking via Externalist Behavioral Feedback
por: Yang, Diji, et al.
Publicado: (2024)
por: Yang, Diji, et al.
Publicado: (2024)
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
por: Qu, Yuxiao, et al.
Publicado: (2024)
por: Qu, Yuxiao, et al.
Publicado: (2024)
Introspection Adapters: Training LLMs to Report Their Learned Behaviors
por: Shenoy, Keshav, et al.
Publicado: (2026)
por: Shenoy, Keshav, et al.
Publicado: (2026)
Me, Myself, and $π$ : Evaluating and Explaining LLM Introspection
por: Naphade, Atharv, et al.
Publicado: (2026)
por: Naphade, Atharv, et al.
Publicado: (2026)
Metacognition is all you need? Using Introspection in Generative Agents to Improve Goal-directed Behavior
por: Toy, Jason, et al.
Publicado: (2024)
por: Toy, Jason, et al.
Publicado: (2024)
InnerPond: Fostering Inter-Self Dialogue with a Multi-Agent Approach for Introspection
por: Jeon, Hayeon, et al.
Publicado: (2026)
por: Jeon, Hayeon, et al.
Publicado: (2026)
Detecting the Disturbance: A Nuanced View of Introspective Abilities in LLMs
por: Hahami, Ely, et al.
Publicado: (2025)
por: Hahami, Ely, et al.
Publicado: (2025)
Emergent Introspective Awareness in Large Language Models
por: Lindsey, Jack
Publicado: (2026)
por: Lindsey, Jack
Publicado: (2026)
AGORA: Adapter-Grounded Observation-Action Retention for Inference-Free Prompt Compression in LLM Agents
por: Zhang, Haoran, et al.
Publicado: (2026)
por: Zhang, Haoran, et al.
Publicado: (2026)
Quantitative Introspection in Language Models: Tracking Emotive States Across Conversation
por: Martorell, Nicolas, et al.
Publicado: (2026)
por: Martorell, Nicolas, et al.
Publicado: (2026)
S-AI-Recursive: A Bio-Inspired and Temporal Sparse AI Architecture for Iterative, Introspective, and Energy-Frugal Reasoning
por: Slaoui, Said
Publicado: (2026)
por: Slaoui, Said
Publicado: (2026)
Language Models Fail to Introspect About Their Knowledge of Language
por: Song, Siyuan, et al.
Publicado: (2025)
por: Song, Siyuan, et al.
Publicado: (2025)
The End of Reward Engineering: How LLMs Are Redefining Multi-Agent Coordination
por: Su, Haoran, et al.
Publicado: (2026)
por: Su, Haoran, et al.
Publicado: (2026)
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection
por: Li, Jiaqi, et al.
Publicado: (2025)
por: Li, Jiaqi, et al.
Publicado: (2025)
Position: Introspective Experience from Conversational Environments as a Path to Better Learning
por: Musat, Claudiu Cristian, et al.
Publicado: (2026)
por: Musat, Claudiu Cristian, et al.
Publicado: (2026)
Chain of Thought Still Thinks Fast: APriCoT Helps with Thinking Slow
por: Moore, Kyle, et al.
Publicado: (2024)
por: Moore, Kyle, et al.
Publicado: (2024)
Does It Make Sense to Speak of Introspection in Large Language Models?
por: Comsa, Iulia M., et al.
Publicado: (2025)
por: Comsa, Iulia M., et al.
Publicado: (2025)
Exploration Through Introspection: A Self-Aware Reward Model
por: Petrowski, Michael, et al.
Publicado: (2026)
por: Petrowski, Michael, et al.
Publicado: (2026)
Latent Introspection: Models Can Detect Prior Concept Injections
por: Pearson-Vogel, Theia, et al.
Publicado: (2026)
por: Pearson-Vogel, Theia, et al.
Publicado: (2026)
CACA Agent: Capability Collaboration based AI Agent
por: Xu, Peng, et al.
Publicado: (2024)
por: Xu, Peng, et al.
Publicado: (2024)
Chatting with Images for Introspective Visual Thinking
por: Wu, Junfei, et al.
Publicado: (2026)
por: Wu, Junfei, et al.
Publicado: (2026)
Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
por: Haji, Fatemeh, et al.
Publicado: (2024)
por: Haji, Fatemeh, et al.
Publicado: (2024)
Looking Inward: Language Models Can Learn About Themselves by Introspection
por: Binder, Felix J, et al.
Publicado: (2024)
por: Binder, Felix J, et al.
Publicado: (2024)
Zero-Overhead Introspection for Adaptive Test-Time Compute
por: Manvi, Rohin, et al.
Publicado: (2025)
por: Manvi, Rohin, et al.
Publicado: (2025)
SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World
por: Zhang, Jiaqi, et al.
Publicado: (2024)
por: Zhang, Jiaqi, et al.
Publicado: (2024)
ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection
por: Liu, Tao, et al.
Publicado: (2026)
por: Liu, Tao, et al.
Publicado: (2026)
Reasoning with Autoregressive-Diffusion Collaborative Thoughts
por: Yuan, Mu, et al.
Publicado: (2026)
por: Yuan, Mu, et al.
Publicado: (2026)
SurgRAW: Multi-Agent Workflow with Chain of Thought Reasoning for Robotic Surgical Video Analysis
por: Low, Chang Han, et al.
Publicado: (2025)
por: Low, Chang Han, et al.
Publicado: (2025)
Identifying, Evaluating, and Mitigating Risks of AI Thought Partnerships
por: Oktar, Kerem, et al.
Publicado: (2025)
por: Oktar, Kerem, et al.
Publicado: (2025)
Ejemplares similares
-
Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents
por: Sun, Haoran, et al.
Publicado: (2025) -
Preference-Aware Memory Update for Long-Term LLM Agents
por: Sun, Haoran, et al.
Publicado: (2025) -
An Uncertainty-Driven Adaptive Self-Alignment Framework for Large Language Models
por: Sun, Haoran, et al.
Publicado: (2025) -
A Novel Self-Evolution Framework for Large Language Models
por: Sun, Haoran, et al.
Publicado: (2025) -
DatasetAgent: A Novel Multi-Agent System for Auto-Constructing Datasets from Real-World Images
por: Sun, Haoran, et al.
Publicado: (2025)