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Oct 12 · Monday

Reward hacking · Papers

Found 2 papers

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LLM applications2 AI Agent7 coding agent4

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System type：LLM applications Topic: Reward hacking Clear all

Evaluation and benchmarksarXiv 2610.10947Oct 8
RH-Detect：统一的奖励作弊检测基准发布
构建统一奖励作弊检测基准 RH-Detect 并评测零样本检测器
arXiv
2610.10947
Published
Oct 8
Layer
Application layer
Setting
LLM applications
Evaluated models
Qwen 3.5 Flash, Gemini 3.1 Flash Lite, Grok 4.1 Fast and others7
- DefensesDetection and filtering
- RiskReward hacking
- ComponentGuardrails and judges
Paper analysisRead analysis
Evaluation and benchmarksarXiv 2601.13227Jan 20
内幕知识：RAG 系统能从评测秘密中获得多少收益？
测量 RAG 系统利用评测秘密抬高自动评测分数的程度
arXiv
2601.13227
Published
Jan 20
Layer
Application layer
Setting
LLM applications
- RiskReward hacking
- ComponentRAG
Paper analysisRead analysis

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