Cover Image

ARIA: Training Language Agents with Intention-Driven Reward Aggregation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Ruihan, Zhang, Yikai, Chen, Aili, Wang, Xintao, Yuan, Siyu, Chen, Jiangjie, Yang, Deqing, Xiao, Yanghua
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals
by: Yang, Ruihan, et al.
Published: (2024)

Can LLMs Learn to Map the World from Local Descriptions?
by: Xia, Sirui, et al.
Published: (2025)

Enhancing Language Agent Strategic Reasoning through Self-Play in Adversarial Games
by: Zhang, Yikai, et al.
Published: (2025)

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation
by: Zhang, Yikai, et al.
Published: (2024)

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
by: Yuan, Siyu, et al.
Published: (2023)

Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges
by: Li, Weiyuan, et al.
Published: (2025)

From AI Assistant to AI Scientist: Autonomous Discovery of LLM-RL Algorithms with LLM Agents
by: Xia, Sirui, et al.
Published: (2026)

Revealing the Barriers of Language Agents in Planning
by: Xie, Jian, et al.
Published: (2024)

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
by: Chen, Aili, et al.
Published: (2025)

From Persona to Personalization: A Survey on Role-Playing Language Agents
by: Chen, Jiangjie, et al.
Published: (2024)

TravelAgent: An AI Assistant for Personalized Travel Planning
by: Chen, Aili, et al.
Published: (2024)

GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick
by: Fu, Jiayi, et al.
Published: (2024)

Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
by: Yuan, Xinfeng, et al.
Published: (2024)

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
by: Zhang, Yikai, et al.
Published: (2024)

Past Meets Present: Creating Historical Analogy with Large Language Models
by: Li, Nianqi, et al.
Published: (2024)

The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement
by: Yang, Ruihan, et al.
Published: (2025)

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation
by: Ran, Yiting, et al.
Published: (2025)

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
by: Ran, Yiting, et al.
Published: (2024)

SurveyAgent: A Conversational System for Personalized and Efficient Research Survey
by: Wang, Xintao, et al.
Published: (2024)

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
by: Yuan, Siyu, et al.
Published: (2024)

CoSER: A Comprehensive Literary Dataset and Framework for Training and Evaluating LLM Role-Playing and Persona Simulation
by: Wang, Xintao, et al.
Published: (2025)

PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention
by: Chen, Lida, et al.
Published: (2025)

ARM: Adaptive Reasoning Model
by: Wu, Siye, et al.
Published: (2025)

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
by: Wang, Xintao, et al.
Published: (2023)

"A good pun is its own reword": Can Large Language Models Understand Puns?
by: Xu, Zhijun, et al.
Published: (2024)

TravelPlanner: A Benchmark for Real-World Planning with Language Agents
by: Xie, Jian, et al.
Published: (2024)

ConcEPT: Concept-Enhanced Pre-Training for Language Models
by: Wang, Xintao, et al.
Published: (2024)

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
by: Wu, Siye, et al.
Published: (2024)

Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction
by: Ding, Zepeng, et al.
Published: (2024)

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
by: Gu, Zhouhong, et al.
Published: (2024)

ThinkDial: An Open Recipe for Controlling Reasoning Effort in Large Language Models
by: He, Qianyu, et al.
Published: (2025)

Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
by: Xu, Rui, et al.
Published: (2024)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
by: Zhang, Yifei, et al.
Published: (2024)

CODA: Difficulty-Aware Compute Allocation for Adaptive Reasoning
by: Wu, Siye, et al.
Published: (2026)

Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena
by: Chen, Jiangjie, et al.
Published: (2023)

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
by: Chen, Jiangjie, et al.
Published: (2025)

QUILL: Quotation Generation Enhancement of Large Language Models
by: Xiao, Jin, et al.
Published: (2024)

Implicit Reasoning in Transformers is Reasoning through Shortcuts
by: Lin, Tianhe, et al.
Published: (2025)

Recent Advancement of Emotion Cognition in Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)

Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
by: Li, Yanda, et al.
Published: (2024)