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Jing Peng
Professor, School of Computing
- Email:
- pengj@montclair.edu
- Phone:
- 973-655-7975
- Degrees:
- BS, Beijing University of Aeronautics and Astronautics
- MA, Brandeis University
- PhD, Northeastern University
- vCard:
- Download vCard
Specialization
Reinforcement learning and its applications to control and multi-agent systems where my doctoral studies originated. In general terms, reinforcement learning is concerned with computational approaches to learning from reward. Here I consider how a learning agent can learn as quickly as possible from limited interaction with other agents and its environment.
Image retrieval, in particular content-based retrieval where I consider indexing schemes that allow flexible retrieval metrics to be created on the fly so that very large databases can be accessed efficiently and accurately.
Classification and data mining, where I am particularly interested in adaptive metric nearest-neighbor techniques and compact subspace representation for building robust classifiers from limited training data.
Office Hours
Fall
- Monday
- 1:00 pm - 2:30 pm
- Friday
- 1:00 pm - 2:30 pm
Links
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