Harnessing LLM Agents with Skill Programs
cs.AI
Submitted: 2026-05-18
Updated: 2026-09-28
Terminology
Sources
- Program Synthesis with Large Language Models
- Evaluating Large Language Models Trained on Code
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
- ReCode: Reinforcing Code Generation with Reasoning-Process Rewards
- BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition
- Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model
- GPT-4o System Card
- VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use
- Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
- SwarmSys: Decentralized Swarm-Inspired Agents for Scalable and Adaptive Reasoning
- ToRL: Scaling Tool-Integrated RL
- In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
- SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing
- MedMMV: A Controllable Multimodal Multi-Agent Framework for Reliable and Verifiable Clinical Reasoning
- SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization
- General-Reasoner: Advancing LLM Reasoning Across All Domains
- Qwen2.5 Technical Report
- Toolformer: Language Models Can Teach Themselves to Use Tools
- Reflexion: Language Agents with Verbal Reinforcement Learning
- ZeroSearch: Incentivize the Search Capability of LLMs without Searching
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