Cover Image

ExpertAgent: Enhancing Personalized Education through Dynamic Planning and Retrieval-Augmented Long-Chain Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Binrong, Liu, Guiran, Jiang, Nina
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state
by: Liu, Guiran, et al.
Published: (2024)

A Review of Intelligent Device Fault Diagnosis Technologies Based on Machine Vision
by: Liu, Guiran, et al.
Published: (2024)

LLM Assisted Alpha Fairness for 6 GHz WiFi and NR_U Coexistence: An Agentic Orchestrator for Throughput, Energy, and SLA
by: Wang, Qun, et al.
Published: (2025)

Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature
by: Wu, Linxiao, et al.
Published: (2024)

Balancing Innovation and Privacy: Data Security Strategies in Natural Language Processing Applications
by: Liu, Shaobo, et al.
Published: (2024)

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
by: Jiang, Ziyan, et al.
Published: (2024)

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation
by: Feng, Wenfeng, et al.
Published: (2025)

MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
by: Nguyen, Thang, et al.
Published: (2025)

Requesting Expert Reasoning: Augmenting LLM Agents with Learned Collaborative Intervention
by: Wang, Zhiming, et al.
Published: (2026)

Dynamic Reasoning Chains through Depth-Specialized Mixture-of-Experts in Transformer Architectures
by: Roy, Sampurna, et al.
Published: (2025)

Efficient Agent: Optimizing Planning Capability for Multimodal Retrieval Augmented Generation
by: Wang, Yuechen, et al.
Published: (2025)

CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
by: Li, Feiyang, et al.
Published: (2025)

What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
by: Jiang, Gangwei, et al.
Published: (2025)

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
by: Yu, Wenhao, et al.
Published: (2023)

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
by: Jiang, Jinhao, et al.
Published: (2024)

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
by: Xing, Changwen, et al.
Published: (2025)

RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
by: Wang, Yu, et al.
Published: (2025)

TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
by: Fang, Jinyuan, et al.
Published: (2024)

MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
by: Ning, Xuying, et al.
Published: (2026)

PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning
by: Tran, Hieu, et al.
Published: (2025)

RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery
by: Gu, Hongchao, et al.
Published: (2025)

RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation
by: Wang, Zihao, et al.
Published: (2024)

AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning
by: Hu, Yuyang, et al.
Published: (2026)

DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs
by: Li, Yuanhao, et al.
Published: (2025)

TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning
by: Jiang, Chuang, et al.
Published: (2025)

Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation
by: Sun, Jiashuo, et al.
Published: (2026)

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models
by: He, Jacky, et al.
Published: (2025)

GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness Reasoning
by: Zhu, Ying, et al.
Published: (2024)

Dynamic Context Adaptation for Consistent Role-Playing Agents with Retrieval-Augmented Generations
by: Park, Jeiyoon, et al.
Published: (2025)

Retrieval-Augmented Robots via Retrieve-Reason-Act
by: Temiraliev, Izat, et al.
Published: (2026)

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
by: Lee, Zhicheng, et al.
Published: (2025)

MemLong: Memory-Augmented Retrieval for Long Text Modeling
by: Liu, Weijie, et al.
Published: (2024)

Streaming Hallucination Detection in Long Chain-of-Thought Reasoning
by: Lu, Haolang, et al.
Published: (2026)

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance
by: Choi, Dongwook, et al.
Published: (2025)

Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN
by: Xu, Yao, et al.
Published: (2025)

Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification
by: Wu, Jiayang, et al.
Published: (2026)

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
by: Wang, Zilong, et al.
Published: (2024)

Parallel Context-of-Experts Decoding for Retrieval Augmented Generation
by: Corallo, Giulio, et al.
Published: (2026)

ASTRA-bench: Evaluating Tool-Use Agent Reasoning and Action Planning with Personal User Context
by: Xiu, Zidi, et al.
Published: (2026)

MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
by: Qian, Hongjin, et al.
Published: (2024)