Cover Image

CLI-Gym: Scalable CLI Task Generation via Agentic Environment Inversion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Yusong, Wang, Haiyang, Wu, Shuzhe, Fan, Lue, Pan, Feiyang, Zhao, Sanyuan, Tu, Dandan
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Claw-Anything: Benchmarking Always-On Personal Assistants with Broader Access to User's Digital World
by: Lin, Yusong, et al.
Published: (2026)

FeatureBench: Benchmarking Agentic Coding for Complex Feature Development
by: Zhou, Qixing, et al.
Published: (2026)

Learning CLI Agents with Structured Action Credit under Selective Observation
by: Su, Haoyang, et al.
Published: (2026)

Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios
by: Hu, Ruida, et al.
Published: (2026)

CLI-RAG: A Retrieval-Augmented Framework for Clinically Structured and Context Aware Text Generation with LLMs
by: Keerthana, Garapati, et al.
Published: (2025)

Render CLI チュートリアル
by: Kawai, Katsuhiko
Published: (2026)

EconGym: A Scalable AI Testbed with Diverse Economic Tasks
by: Mi, Qirui, et al.
Published: (2025)

MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
by: Xu, Ran, et al.
Published: (2025)

CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents
by: Wang, Bowen, et al.
Published: (2026)

GEM: A Gym for Agentic LLMs
by: Liu, Zichen, et al.
Published: (2025)

Verus-SpecGym: An Agentic Environment for Evaluating Specification Autoformalization
by: Agarwal, Anmol, et al.
Published: (2026)

PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning
by: Metelo, Frederico, et al.
Published: (2024)

ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents
by: Savadikar, Chinmay, et al.
Published: (2026)

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
by: Malay, Shiva Krishna Reddy, et al.
Published: (2026)

pyRDDLGym: From RDDL to Gym Environments
by: Taitler, Ayal, et al.
Published: (2022)

LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
by: Feng, Yukang, et al.
Published: (2026)

Online Dynamic Goal Recognition in Gym Environments
by: Matan, Shamir, et al.
Published: (2025)

Interactive OT Gym: A Reinforcement Learning-Based Interactive Optical tweezer (OT)-Driven Microrobotics Simulation Platform
by: Tan, Zongcai, et al.
Published: (2025)

WorldGym: World Model as An Environment for Policy Evaluation
by: Quevedo, Julian, et al.
Published: (2025)

LOGIGEN: Logic-Driven Generation of Verifiable Agentic Tasks
by: Zeng, Yucheng, et al.
Published: (2026)

RoboClaw: An Agentic Framework for Scalable Long-Horizon Robotic Tasks
by: Li, Ruiying, et al.
Published: (2026)

Gym-Anything: Turn any Software into an Agent Environment
by: Aggarwal, Pranjal, et al.
Published: (2026)

EO-Gym: A Multimodal, Interactive Environment for Earth Observation Agents
by: Ma, Sai, et al.
Published: (2026)

Toward Scalable Terminal Task Synthesis via Skill Graphs
by: Fan, Zhiyuan, et al.
Published: (2026)

HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
by: Chen, Hongzheng, et al.
Published: (2025)

EduGym: An Environment and Notebook Suite for Reinforcement Learning Education
by: Moerland, Thomas M., et al.
Published: (2023)

DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
by: Khan, Zaid, et al.
Published: (2024)

SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation
by: Zhang, Xichen, et al.
Published: (2026)

ClawGym: A Scalable Framework for Building Effective Claw Agents
by: Bai, Fei, et al.
Published: (2026)

STAMP: Scalable Task And Model-agnostic Collaborative Perception
by: Gao, Xiangbo, et al.
Published: (2025)

Towards Agentic Self-Learning LLMs in Search Environment
by: Sun, Wangtao, et al.
Published: (2025)

DeepPresenter: Environment-Grounded Reflection for Agentic Presentation Generation
by: Zheng, Hao, et al.
Published: (2026)

UserBench: An Interactive Gym Environment for User-Centric Agents
by: Qian, Cheng, et al.
Published: (2025)

RoboGene: Boosting VLA Pre-training via Diversity-Driven Agentic Framework for Real-World Task Generation
by: Zhang, Yixue, et al.
Published: (2026)

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
by: Xi, Zhiheng, et al.
Published: (2024)

CubeRobot: Grounding Language in Rubik's Cube Manipulation via Vision-Language Model
by: Wang, Feiyang, et al.
Published: (2025)

NS-Gym: Open-Source Simulation Environments and Benchmarks for Non-Stationary Markov Decision Processes
by: Keplinger, Nathaniel S., et al.
Published: (2025)

6GAgentGym: Tool Use, Data Synthesis, and Agentic Learning for Network Management
by: Chen, Jiao, et al.
Published: (2026)

AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
by: Sun, Jingbo, et al.
Published: (2026)

Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning
by: Chen, Chishui, et al.
Published: (2026)