Towards Goal-Oriented Agents for Evolving Problems Observed via Conversation
Fuente:
arXiv
Saved in:
| Main Authors: | Free, Michael, Langworthy, Andrew, Dimitropoulaki, Mary, Thompson, Simon |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Mind the Goal: Data-Efficient Goal-Oriented Evaluation of Conversational Agents and Chatbots using Teacher Models
by: Piskala, Deepak Babu, et al.
Published: (2025)
by: Piskala, Deepak Babu, et al.
Published: (2025)
Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI
by: Asano, Yuya, et al.
Published: (2025)
by: Asano, Yuya, et al.
Published: (2025)
Uncertainty as a Planning Signal: Multi-Turn Decision Making for Goal-Oriented Conversation
by: Ling, Xinyi, et al.
Published: (2026)
by: Ling, Xinyi, et al.
Published: (2026)
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations
by: Wang, Rose E., et al.
Published: (2024)
by: Wang, Rose E., et al.
Published: (2024)
Mem$^2$Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
by: Cheng, Zihao, et al.
Published: (2026)
by: Cheng, Zihao, et al.
Published: (2026)
Vibe Check: Understanding the Effects of LLM-Based Conversational Agents' Personality and Alignment on User Perceptions in Goal-Oriented Tasks
by: Rahman, Hasibur, et al.
Published: (2025)
by: Rahman, Hasibur, et al.
Published: (2025)
Towards AGI A Pragmatic Approach Towards Self Evolving Agent
by: Kar, Indrajit, et al.
Published: (2026)
by: Kar, Indrajit, et al.
Published: (2026)
MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning
by: Qian, Hongjin, et al.
Published: (2025)
by: Qian, Hongjin, et al.
Published: (2025)
Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
by: Yoon, Yejin, et al.
Published: (2025)
by: Yoon, Yejin, et al.
Published: (2025)
Decoupling Strategy and Execution in Task-Focused Dialogue via Goal-Oriented Preference Optimization
by: Xu, Jingyi, et al.
Published: (2026)
by: Xu, Jingyi, et al.
Published: (2026)
Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets
by: Joshi, Harshit, et al.
Published: (2024)
by: Joshi, Harshit, et al.
Published: (2024)
Actionable Conversational Quality Indicators for Improving Task-Oriented Dialog Systems
by: Higgins, Michael, et al.
Published: (2021)
by: Higgins, Michael, et al.
Published: (2021)
Towards Outcome-Oriented, Task-Agnostic Evaluation of AI Agents
by: AlShikh, Waseem, et al.
Published: (2025)
by: AlShikh, Waseem, et al.
Published: (2025)
Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot
by: Lee, Sejin, et al.
Published: (2024)
by: Lee, Sejin, et al.
Published: (2024)
AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025)
by: Zhai, Yunpeng, et al.
Published: (2025)
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
by: Zhang, Wenqi, et al.
Published: (2024)
by: Zhang, Wenqi, et al.
Published: (2024)
Feedback-Aware Monte Carlo Tree Search for Efficient Information Seeking in Goal-Oriented Conversations
by: Chopra, Harshita, et al.
Published: (2025)
by: Chopra, Harshita, et al.
Published: (2025)
Goal Alignment in LLM-Based User Simulators for Conversational AI
by: Mehri, Shuhaib, et al.
Published: (2025)
by: Mehri, Shuhaib, et al.
Published: (2025)
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals
by: Mo, Lingbo, et al.
Published: (2024)
by: Mo, Lingbo, et al.
Published: (2024)
EVE-Agent: Evidence-Verifiable Self-Evolving Agents
by: Arai, Yamato, et al.
Published: (2026)
by: Arai, Yamato, et al.
Published: (2026)
Agent Alignment in Evolving Social Norms
by: Li, Shimin, et al.
Published: (2024)
by: Li, Shimin, et al.
Published: (2024)
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI
by: Sun, Liangtai, et al.
Published: (2022)
by: Sun, Liangtai, et al.
Published: (2022)
Evolving and Executing Research Plans via Double-Loop Multi-Agent Collaboration
by: Zhang, Zhi, et al.
Published: (2025)
by: Zhang, Zhi, et al.
Published: (2025)
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
by: Xue, Xiangyuan, et al.
Published: (2025)
by: Xue, Xiangyuan, et al.
Published: (2025)
Multi-Agent Collaboration via Evolving Orchestration
by: Dang, Yufan, et al.
Published: (2025)
by: Dang, Yufan, et al.
Published: (2025)
Plan-Grounded Large Language Models for Dual Goal Conversational Settings
by: Glória-Silva, Diogo, et al.
Published: (2024)
by: Glória-Silva, Diogo, et al.
Published: (2024)
ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations
by: Zhu, Jie, et al.
Published: (2026)
by: Zhu, Jie, et al.
Published: (2026)
SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals
by: Yang, Ruihan, et al.
Published: (2024)
by: Yang, Ruihan, et al.
Published: (2024)
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents
by: Liu, Youwei, et al.
Published: (2026)
by: Liu, Youwei, et al.
Published: (2026)
Conversation for Non-verifiable Learning: Self-Evolving LLMs through Meta-Evaluation
by: Sui, Yuan, et al.
Published: (2026)
by: Sui, Yuan, et al.
Published: (2026)
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
by: Ulmer, Dennis, et al.
Published: (2024)
by: Ulmer, Dennis, et al.
Published: (2024)
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human
by: Lin, Yihang, et al.
Published: (2026)
by: Lin, Yihang, et al.
Published: (2026)
Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark
by: Cai, Yuxuan, et al.
Published: (2025)
by: Cai, Yuxuan, et al.
Published: (2025)
PolicyBank: Evolving Policy Understanding for LLM Agents
by: Choi, Jihye, et al.
Published: (2026)
by: Choi, Jihye, et al.
Published: (2026)
SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
by: Xi, Zhiheng, et al.
Published: (2024)
by: Xi, Zhiheng, et al.
Published: (2024)
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
by: Dong, Guanting, et al.
Published: (2026)
by: Dong, Guanting, et al.
Published: (2026)
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
by: Yang, Yifan, et al.
Published: (2026)
by: Yang, Yifan, et al.
Published: (2026)
SkillOS: Learning Skill Curation for Self-Evolving Agents
by: Ouyang, Siru, et al.
Published: (2026)
by: Ouyang, Siru, et al.
Published: (2026)
Similar Items
-
Mind the Goal: Data-Efficient Goal-Oriented Evaluation of Conversational Agents and Chatbots using Teacher Models
by: Piskala, Deepak Babu, et al.
Published: (2025) -
Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI
by: Asano, Yuya, et al.
Published: (2025) -
Uncertainty as a Planning Signal: Multi-Turn Decision Making for Goal-Oriented Conversation
by: Ling, Xinyi, et al.
Published: (2026) -
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations
by: Wang, Rose E., et al.
Published: (2024) -
Mem$^2$Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
by: Cheng, Zihao, et al.
Published: (2026)