Exploring Reasoning Reward Model for Agents
Paper
• 2601.22154 • Published
• 22
Learning
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Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing
Paper • 2602.04837 • Published • 8 -
Agent Skills: A Data-Driven Analysis of Claude Skills for Extending Large Language Model Functionality
Paper • 2602.08004 • Published • 5 -
SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue
Paper • 2602.03548 • Published • 4 -
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
Paper • 2602.03955 • Published • 8 -
SkillOrchestra: Learning to Route Agents via Skill Transfer
Paper • 2602.19672 • Published • 55 -
OCR-Agent: Agentic OCR with Capability and Memory Reflection
Paper • 2602.21053 • Published • 2 -
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
Paper • 2602.23008 • Published • 33 -
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Paper • 2602.12670 • Published • 54 -
MemFly: On-the-Fly Memory Optimization via Information Bottleneck
Paper • 2602.07885 • Published • 7 -
Helmsman: Autonomous Synthesis of Federated Learning Systems via Multi-Agent Collaboration
Paper • 2510.14512 • Published