J
Jennie Si
Researcher at Arizona State University
Publications - 28
Citations - 2191
Jennie Si is an academic researcher from Arizona State University. The author has contributed to research in topics: Reinforcement learning & Computer science. The author has an hindex of 13, co-authored 20 publications receiving 2099 citations. Previous affiliations of Jennie Si include University of Colorado Boulder & Portland State University.
Papers
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BookDOI
Handbook of Learning and Approximate Dynamic Programming
TL;DR: This chapter discusses reinforcement learning in large, high-dimensional state spaces, model-based adaptive critic designs, and applications of approximate dynamic programming in power systems control.
Journal ArticleDOI
Online learning control by association and reinforcement
Jennie Si,Yu-Tsung Wang +1 more
TL;DR: In this article, a generic online learning control system based on the fundamental principle of reinforcement learning or more specifically neural dynamic programming is presented. But the authors focus on a systematic treatment for developing a generic RL control system.
Proceedings ArticleDOI
Online learning control by association and reinforcement
Jennie Si,Yu-Tsung Wang +1 more
TL;DR: This paper focuses on a systematic treatment for developing a generic online learning control system based on the fundamental principle of reinforcement learning or more specifically neuro-dynamic programming.
Book ChapterDOI
Reinforcement Learning and Its Relationship to Supervised Learning
TL;DR: This chapter discusses stochastic sequential decision processes from the perspective of Machine Learning, focussing on reinforcement learning and its relationship to the more commmonly studied supervised learning problems.