Written by Jinsung Yoon Date: Dec 18th 2018 ASAC: Active Sensing using Actor-Critic Models Reference: J. Yoon, J. Jordon, M. van der Schaar, "ASAC: Active Sensing using Actor-Critic Models," Machine Learning for Healthcare Conference (MLHC), 2019. Paper Link: https://arxiv.org/abs/1906.06796 Contact: jsyoon0823@g.ucla.edu
ASAC.py: # implements ASAC, Given time-series sequences, provide sequentially selected temporal features
# Input: Time-series, Output: Binary time-series selection features
python3 Main_Synthetic_Exp1.py # replicates Experiment 1 on Synthetic Dataset (Time-dependency vs Measurement rate)