I am looking for highly motivated PhD students for Spring and Fall 2018, click here for details.
If you are a PhD student looking for an advisor, you are welcome to drop by or email me your resume.
Due to budget issues, the lab can not take in M.S. students for the moment.
Apr 2017Our paper "PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making" is accepted by IJCAI-2018! Thanks to my collaborators! Aug 2017Our lab was awarded the Rhino-bird Award Fund by Tencent AI LAB! Thanks to Tencent!
Apr 2017You are welcome to submit your wonderful ideas on machine learning, data mining with applications to cyber systems! Check the ICDM-2017 workshop 'ML in Cyber!' See you in New Orleans in the sunny November!
May 2016 Our paper “Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning” is accepted by UAI-2016! Thanks to my collaborators! Apr 2016 Our paper “Proximal Gradient Temporal Difference Learning Algorithms” is accepted by IJCAI-2016! Thanks to my collaborators! Dec 2015 Our Proximal Gradient TD work received high praise from Prof. Rich Sutton in NIPS-2015! "Try the new true-gradient RL methods (Gradient-TD and proximal-gradient TD) developed by Maei (2011) and Mahadevan (2015) et al. These seem to me to be the best attempts to make TD methods with the robust convergence properties of stochastic gradient descent." Nov 2015 Our paper “Uncorrelated Group LASSO” is accepted by AAAI-2016! Congratulations to my collaborators! July 2015 Our paper “Finite-Sample Analysis of Proximal Gradient TD Algorithms” won the Facebook Best Student Paper Award of UAI 2015! Thanks to my collaborators!
Decision-Making under Stochasticity and Uncertainty
Healthcare Data Mining
Machine Learning (MLJ)
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
IEEE Signal Processing Letters
IEEE Transactions on Signal Processing (TSP)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Transactions on Autonomous Mental Development (TAMD)
IET Image Processing
Applied Soft Computing
Artificial Intelligence Review
Expert Systems with Applications
Journal of Classification
Pattern Analysis and Applications