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How I Study AI - Learn AI Papers & Lectures the Easy Way

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All SourcesarXiv
#BFCL benchmark

Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors

Beginner
Zhiwei Zhang, Fei Zhao et al.Jan 22arXiv

Small AI models often stumble when a tool call fails and then get stuck repeating bad calls instead of fixing the mistake.

#FISSION-GRPO#error recovery#tool use

User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale

Intermediate
Jungho Cho, Minbyul Jeong et al.Jan 13arXiv

The paper builds a new way to create realistic, long conversations between people and AI that use tools like databases.

#multi-turn dialogue generation#tool use#user simulation