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William Hsu

2 accepted papers

2023

Multi-Horizon Learning in Procedurally-Generated Environments for Off-Policy Reinforcement Learning (Student Abstract)

AAAI 2023technical

Value estimates at multiple timescales can help create advanced discounting functions and allow agents to form more effective predictive models of their environment. In this work, we investigate learning over multiple horizons concurrently for off-policy reinforcement learning by using an advantage-…

Cited by 4SourcePDFScholar
2015

A data-driven approach for matching clinical expertise to individual cases

ICASSP 2015accepted

Hospitals are increasingly utilizing business intelligence and analytics tools to mine electronic health data to uncover inefficiencies in care delivery (e.g., slow turnaround times, high readmission rates). Given that the expertise and experience of healthcare providers may vary significantly, an a…

Cited by 0SourceScholar