RetailBench: Evaluating Long-Horizon Autonomous Decision-Making and Strategy Stability of LLM Agents in Realistic Retail Environments
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Linghua, Wang, Jun, Wu, Jingtong, Zhang, Zhisong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
RoboBenchMart: Benchmarking Robots in Retail Environment
por: Soshin, Konstantin, et al.
Publicado: (2025)
por: Soshin, Konstantin, et al.
Publicado: (2025)
KellyBench: A Benchmark for Long-Horizon Sequential Decision Making
por: Grady, Thomas, et al.
Publicado: (2026)
por: Grady, Thomas, et al.
Publicado: (2026)
What Makes a Sale? Rethinking End-to-End Seller--Buyer Retail Dynamics with LLM Agents
por: Choi, Jeonghwan, et al.
Publicado: (2026)
por: Choi, Jeonghwan, et al.
Publicado: (2026)
$π$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows
por: Zhang, Haoran, et al.
Publicado: (2026)
por: Zhang, Haoran, et al.
Publicado: (2026)
RetailOpt: Opt-In, Easy-to-Deploy Trajectory Estimation from Smartphone Motion Data and Retail Facility Information
por: Yonetani, Ryo, et al.
Publicado: (2024)
por: Yonetani, Ryo, et al.
Publicado: (2024)
DRIP-R: A Benchmark for Decision-Making and Reasoning Under Real-World Policy Ambiguity in the Retail Domain
por: Borkakoty, Hsuvas, et al.
Publicado: (2026)
por: Borkakoty, Hsuvas, et al.
Publicado: (2026)
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
por: Xi, Zhiheng, et al.
Publicado: (2025)
por: Xi, Zhiheng, et al.
Publicado: (2025)
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
por: Wu, Xiyang, et al.
Publicado: (2026)
por: Wu, Xiyang, et al.
Publicado: (2026)
Why Reasoning Fails to Plan: A Planning-Centric Analysis of Long-Horizon Decision Making in LLM Agents
por: Wang, Zehong, et al.
Publicado: (2026)
por: Wang, Zehong, et al.
Publicado: (2026)
ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks
por: Song, Yuanyi, et al.
Publicado: (2025)
por: Song, Yuanyi, et al.
Publicado: (2025)
Towards Realistic Personalization: Evaluating Long-Horizon Preference Following in Personalized User-LLM Interactions
por: Guo, Qianyun, et al.
Publicado: (2026)
por: Guo, Qianyun, et al.
Publicado: (2026)
LongBench Pro: A More Realistic and Comprehensive Bilingual Long-Context Evaluation Benchmark
por: Chen, Ziyang, et al.
Publicado: (2026)
por: Chen, Ziyang, et al.
Publicado: (2026)
HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents
por: Zhang, Ningning, et al.
Publicado: (2026)
por: Zhang, Ningning, et al.
Publicado: (2026)
Reflecting with Two Voices: A Co-Adaptive Dual-Strategy Framework for LLM-Based Agent Decision Making
por: Zhang, Wentao, et al.
Publicado: (2025)
por: Zhang, Wentao, et al.
Publicado: (2025)
Temporal Fusion Transformer for Multi-Horizon Probabilistic Forecasting of Weekly Retail Sales
por: Punati, Santhi Bharath, et al.
Publicado: (2025)
por: Punati, Santhi Bharath, et al.
Publicado: (2025)
AgentCE-Bench: Agent Configurable Evaluation with Scalable Horizons and Controllable Difficulty under Lightweight Environments
por: Yang, Wang, et al.
Publicado: (2026)
por: Yang, Wang, et al.
Publicado: (2026)
Implicit Strategic Optimization: Rethinking Long-Horizon Decision-Making in Adversarial Poker Environments
por: Xia, Boyang, et al.
Publicado: (2026)
por: Xia, Boyang, et al.
Publicado: (2026)
LH-Bench: Skill-Grounded Evaluation of Long-Horizon Agents on Subjective Enterprise Tasks
por: Chandwani, Abhishek, et al.
Publicado: (2026)
por: Chandwani, Abhishek, et al.
Publicado: (2026)
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
por: Jiang, Yixing, et al.
Publicado: (2025)
por: Jiang, Yixing, et al.
Publicado: (2025)
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
por: Li, Junlong, et al.
Publicado: (2025)
por: Li, Junlong, et al.
Publicado: (2025)
Ontology-Enhanced Decision-Making for Autonomous Agents in Dynamic and Partially Observable Environments
por: Ghanadbashi, Saeedeh, et al.
Publicado: (2024)
por: Ghanadbashi, Saeedeh, et al.
Publicado: (2024)
PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments
por: Liu, Ruoqi, et al.
Publicado: (2026)
por: Liu, Ruoqi, et al.
Publicado: (2026)
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
por: Zheng, Junhao, et al.
Publicado: (2025)
por: Zheng, Junhao, et al.
Publicado: (2025)
AgentLAB: Benchmarking LLM Agents against Long-Horizon Attacks
por: Jiang, Tanqiu, et al.
Publicado: (2026)
por: Jiang, Tanqiu, et al.
Publicado: (2026)
Simulation-Based Benchmarking of Reinforcement Learning Agents for Personalized Retail Promotions
por: Xia, Yu, et al.
Publicado: (2024)
por: Xia, Yu, et al.
Publicado: (2024)
Can LLM Agents Be CFOs? Benchmarking Long-Horizon Resource Allocation in an Uncertain Enterprise Environment
por: Han, Yi, et al.
Publicado: (2026)
por: Han, Yi, et al.
Publicado: (2026)
Can LLM Agents Sustain Long-Horizon Organizational Dynamics?
por: Zhu, Xuancheng, et al.
Publicado: (2026)
por: Zhu, Xuancheng, et al.
Publicado: (2026)
HorizonBench: Long-Horizon Personalization with Evolving Preferences
por: Li, Shuyue Stella, et al.
Publicado: (2026)
por: Li, Shuyue Stella, et al.
Publicado: (2026)
Graph-Attentive MAPPO for Dynamic Retail Pricing
por: Amma, Krishna Kumar Neelakanta Pillai Santha Kumari
Publicado: (2025)
por: Amma, Krishna Kumar Neelakanta Pillai Santha Kumari
Publicado: (2025)
Ethical AI in Retail: Consumer Privacy and Fairness
por: Adanyin, Anthonette
Publicado: (2024)
por: Adanyin, Anthonette
Publicado: (2024)
LLM-Enhanced Rapid-Reflex Async-Reflect Embodied Agent for Real-Time Decision-Making in Dynamically Changing Environments
por: Zheng, Yangqing, et al.
Publicado: (2025)
por: Zheng, Yangqing, et al.
Publicado: (2025)
SpecBench: Measuring Reward Hacking in Long-Horizon Coding Agents
por: Zhao, Bingchen, et al.
Publicado: (2026)
por: Zhao, Bingchen, et al.
Publicado: (2026)
Ostrakon-VL: Towards Domain-Expert MLLM for Food-Service and Retail Stores
por: Shen, Zhiyong, et al.
Publicado: (2026)
por: Shen, Zhiyong, et al.
Publicado: (2026)
Silo-Bench: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
por: Zhang, Yuzhe, et al.
Publicado: (2026)
por: Zhang, Yuzhe, et al.
Publicado: (2026)
Environment Maps: Structured Environmental Representations for Long-Horizon Agents
por: Feng, Yenchia, et al.
Publicado: (2026)
por: Feng, Yenchia, et al.
Publicado: (2026)
RoadmapBench: Evaluating Long-Horizon Agentic Software Development Across Version Upgrades
por: Xu, Xinbo, et al.
Publicado: (2026)
por: Xu, Xinbo, et al.
Publicado: (2026)
Evaluating Language-Model Agents on Realistic Autonomous Tasks
por: Kinniment, Megan, et al.
Publicado: (2023)
por: Kinniment, Megan, et al.
Publicado: (2023)
TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios
por: Shen, Yuanzhe, et al.
Publicado: (2026)
por: Shen, Yuanzhe, et al.
Publicado: (2026)
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery
por: Feng, Shiyang, et al.
Publicado: (2026)
por: Feng, Shiyang, et al.
Publicado: (2026)
DSGBench: A Diverse Strategic Game Benchmark for Evaluating LLM-based Agents in Complex Decision-Making Environments
por: Tang, Wenjie, et al.
Publicado: (2025)
por: Tang, Wenjie, et al.
Publicado: (2025)
Ejemplares similares
-
RoboBenchMart: Benchmarking Robots in Retail Environment
por: Soshin, Konstantin, et al.
Publicado: (2025) -
KellyBench: A Benchmark for Long-Horizon Sequential Decision Making
por: Grady, Thomas, et al.
Publicado: (2026) -
What Makes a Sale? Rethinking End-to-End Seller--Buyer Retail Dynamics with LLM Agents
por: Choi, Jeonghwan, et al.
Publicado: (2026) -
$π$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows
por: Zhang, Haoran, et al.
Publicado: (2026) -
RetailOpt: Opt-In, Easy-to-Deploy Trajectory Estimation from Smartphone Motion Data and Retail Facility Information
por: Yonetani, Ryo, et al.
Publicado: (2024)