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cs.LG2025
In-Context Curiosity: Distilling Exploration for Decision-Pretrained Transformers on Bandit Tasks
Huitao Yang, Guanting Chen
As large language models (LLMs) continue to grow in capability, there is increasing interest in incorporating them into decision-making tasks. A common pipeline for this is Decisio…
math.PR2025
Greedy Selection under Independent Increments: A Toy Model Analysis
Huitao Yang
We study an iterative selection problem over N i.i.d. discrete-time stochastic processes with independent increments. At each stage, a fixed number of processes are retained based…