Dynamic Harness Search: Building Multi-Agent Systems Per-Query via Prediction
cs.LG
Submitted: 2026-10-02
Updated: 2026-10-02
Code: https://github.com/huggingface/Math-Verify
Terminology
Sources
- Reinforcement Learning from Rich Feedback with Distributional DAgger
- Program Synthesis with Large Language Models
- FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
- Training Verifiers to Solve Math Word Problems
- Gemini: A Family of Highly Capable Multimodal Models
- Gemma 4 Technical Report
- Measuring Mathematical Problem Solving With the MATH Dataset
- LoRA: Low-Rank Adaptation of Large Language Models
- A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
- Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
- Learning to Configure Agentic AI Systems
- Self-Consistency Improves Chain of Thought Reasoning in Language Models
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
- ReAct: Synergizing Reasoning and Acting in Language Models
- MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
- Multi-agent Architecture Search via Agentic Supernet
- Language Agents as Optimizable Graphs
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