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cs.LG2026
BAITBENCH: Measuring Agent Reward Hacking with Optional Shortcuts Planted in ML Tasks
Pradyumna Shyama Prasad, Meiri Anto, Leon Eshuijs +3
LLM agents are increasingly used to run autonomous ML experiments, iterating on target metrics with little human oversight. Prior work has documented reward hacking in these enviro…
cs.LG2024★ 2 cited
Evaluating K-Fold Cross Validation for Transformer Based Symbolic Regression Models
Kaustubh Kislay, Shlok Singh, Soham Joshi +4
Symbolic Regression remains an NP-Hard problem, with extensive research focusing on AI models for this task. Transformer models have shown promise in Symbolic Regression, but perfo…