CuES: A Curiosity-driven and Environment-grounded Synthesis Framework for Agentic RL
Fuente:
arXiv
Saved in:
| Main Authors: | Mai, Shinji, Zhai, Yunpeng, Chen, Ziqian, Chen, Cheng, Zou, Anni, Tao, Shuchang, Liu, Zhaoyang, Ding, Bolin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025)
by: Zhai, Yunpeng, et al.
Published: (2025)
SeeUPO: Sequence-Level Agentic-RL with Convergence Guarantees
by: Hu, Tianyi, et al.
Published: (2026)
by: Hu, Tianyi, et al.
Published: (2026)
Curiosity-driven RL for symbolic equation solving
by: O'Keeffe, Kevin P.
Published: (2025)
by: O'Keeffe, Kevin P.
Published: (2025)
Auto-Rubric: Learning From Implicit Weights to Explicit Rubrics for Reward Modeling
by: Xie, Lipeng, et al.
Published: (2025)
by: Xie, Lipeng, et al.
Published: (2025)
d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models
by: Pan, Leyi, et al.
Published: (2025)
by: Pan, Leyi, et al.
Published: (2025)
Curiosity & Entropy Driven Unsupervised RL in Multiple Environments
by: Dewan, Shaurya, et al.
Published: (2024)
by: Dewan, Shaurya, et al.
Published: (2024)
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning
by: Chen, Cheng, et al.
Published: (2025)
by: Chen, Cheng, et al.
Published: (2025)
Omni-SafetyBench: A Benchmark for Safety Evaluation of Audio-Visual Large Language Models
by: Pan, Leyi, et al.
Published: (2025)
by: Pan, Leyi, et al.
Published: (2025)
AgenticIQA: An Agentic Framework for Adaptive and Interpretable Image Quality Assessment
by: Zhu, Hanwei, et al.
Published: (2025)
by: Zhu, Hanwei, et al.
Published: (2025)
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
by: Ding, Hanxing, et al.
Published: (2025)
by: Ding, Hanxing, et al.
Published: (2025)
E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-Tuning
by: Zhang, Lingzhe, et al.
Published: (2026)
by: Zhang, Lingzhe, et al.
Published: (2026)
MicroRemed: Benchmarking LLMs in Microservices Remediation
by: Zhang, Lingzhe, et al.
Published: (2025)
by: Zhang, Lingzhe, et al.
Published: (2025)
The Hierarchy of Agentic Capabilities: Evaluating Frontier Models on Realistic RL Environments
by: Ritchie, Logan, et al.
Published: (2026)
by: Ritchie, Logan, et al.
Published: (2026)
Mutation-Based Deep Learning Framework Testing Method in JavaScript Environment
by: Zou, Yinglong, et al.
Published: (2024)
by: Zou, Yinglong, et al.
Published: (2024)
Coherence-Seeking Architectures for Agentic AI: A Unified Framework for Curiosity, Introspection, and Continuity
by: Maio, Anthony
Published: (2025)
by: Maio, Anthony
Published: (2025)
Coherence-Seeking Architectures for Agentic AI: A Unified Framework for Curiosity, Introspection, and Continuity
by: Maio, Anthony
Published: (2025)
by: Maio, Anthony
Published: (2025)
Modular Diffusion Policy Training: Decoupling and Recombining Guidance and Diffusion for Offline RL
by: Chen, Zhaoyang, et al.
Published: (2025)
by: Chen, Zhaoyang, et al.
Published: (2025)
Anyprefer: An Agentic Framework for Preference Data Synthesis
by: Zhou, Yiyang, et al.
Published: (2025)
by: Zhou, Yiyang, et al.
Published: (2025)
An Auction-based Marketplace for Model Trading in Federated Learning
by: Cui, Yue, et al.
Published: (2024)
by: Cui, Yue, et al.
Published: (2024)
Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists
by: Cui, Yue, et al.
Published: (2025)
by: Cui, Yue, et al.
Published: (2025)
Incentivizing Strong Reasoning from Weak Supervision
by: Yuan, Yige, et al.
Published: (2025)
by: Yuan, Yige, et al.
Published: (2025)
Agentic Link Construction for Environment and Intent Aware 6G Communication
by: Li, Zhaoyang, et al.
Published: (2025)
by: Li, Zhaoyang, et al.
Published: (2025)
Curiosity-driven Red-teaming for Large Language Models
by: Hong, Zhang-Wei, et al.
Published: (2024)
by: Hong, Zhang-Wei, et al.
Published: (2024)
MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization
by: Yang, Zhuo, et al.
Published: (2025)
by: Yang, Zhuo, et al.
Published: (2025)
Designing Algorithms Empowered by Language Models: An Analytical Framework, Case Studies, and Insights
by: Chen, Yanxi, et al.
Published: (2024)
by: Chen, Yanxi, et al.
Published: (2024)
DialogueReason: Rule-Based RL Sparks Dialogue Reasoning in LLMs
by: Shu, Yubo, et al.
Published: (2025)
by: Shu, Yubo, et al.
Published: (2025)
When to Trust LLMs: Aligning Confidence with Response Quality
by: Tao, Shuchang, et al.
Published: (2024)
by: Tao, Shuchang, et al.
Published: (2024)
PyVision-RL: Forging Open Agentic Vision Models via RL
by: Zhao, Shitian, et al.
Published: (2026)
by: Zhao, Shitian, et al.
Published: (2026)
The Curiosity Erosion Model: A Theoretical Framework for Understanding the Impact of Large Language Models on Human Curiosity
by: Venkat Ram Reddy Ganuthula, et al.
Published: (2026)
by: Venkat Ram Reddy Ganuthula, et al.
Published: (2026)
LiteResearcher: A Scalable Agentic RL Training Framework for Deep Research Agent
by: Li, Wanli, et al.
Published: (2026)
by: Li, Wanli, et al.
Published: (2026)
Polar: Agentic RL on Any Harness at Scale
by: Xu, Binfeng, et al.
Published: (2026)
by: Xu, Binfeng, et al.
Published: (2026)
Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution
by: Cao, Zouying, et al.
Published: (2025)
by: Cao, Zouying, et al.
Published: (2025)
SPGrasp: Spatiotemporal Prompt-driven Grasp Synthesis in Dynamic Scenes
by: Mei, Yunpeng, et al.
Published: (2025)
by: Mei, Yunpeng, et al.
Published: (2025)
Curiosity-Diffuser: Curiosity Guide Diffusion Models for Reliability
by: Liu, Zihao, et al.
Published: (2025)
by: Liu, Zihao, et al.
Published: (2025)
Enhancing Rover Mobility Monitoring: Autoencoder-driven Anomaly Detection for Curiosity
by: Sabzehi, Mielad, et al.
Published: (2024)
by: Sabzehi, Mielad, et al.
Published: (2024)
Highly Efficient Ozone‐Assisted Catalytic Oxidation of VOCs under Mild Conditions by Cu/MnO 2 Catalyst
by: Chunhui Zhai, et al.
Published: (2025)
by: Chunhui Zhai, et al.
Published: (2025)
Hexcute: A Compiler Framework for Automating Layout Synthesis in GPU Programs
by: Zhang, Xiao, et al.
Published: (2025)
by: Zhang, Xiao, et al.
Published: (2025)
Balancing Exploration and Cybersickness: Investigating Curiosity-Driven Behavior in Virtual Environments
by: Li, Tangyao, et al.
Published: (2025)
by: Li, Tangyao, et al.
Published: (2025)
Guiding the Inner Eye: A Framework for Hierarchical and Flexible Visual Grounded Reasoning
by: Wei, Zhaoyang, et al.
Published: (2025)
by: Wei, Zhaoyang, et al.
Published: (2025)
Towards Anthropomorphic Conversational AI Part I: A Practical Framework
by: Wei, Fei, et al.
Published: (2025)
by: Wei, Fei, et al.
Published: (2025)
Similar Items
-
AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025) -
SeeUPO: Sequence-Level Agentic-RL with Convergence Guarantees
by: Hu, Tianyi, et al.
Published: (2026) -
Curiosity-driven RL for symbolic equation solving
by: O'Keeffe, Kevin P.
Published: (2025) -
Auto-Rubric: Learning From Implicit Weights to Explicit Rubrics for Reward Modeling
by: Xie, Lipeng, et al.
Published: (2025) -
d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models
by: Pan, Leyi, et al.
Published: (2025)