Hamid Maei
Hamid Maei
Cruise Automation
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Fast gradient-descent methods for temporal-difference learning with linear function approximation
RS Sutton, HR Maei, D Precup, S Bhatnagar, D Silver, C Szepesvári, ...
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
5652009
Involvement of the anterior cingulate cortex in the expression of remote spatial memory
CM Teixeira, SR Pomedli, HR Maei, N Kee, PW Frankland
Journal of Neuroscience 26 (29), 7555-7564, 2006
2802006
Toward off-policy learning control with function approximation
HR Maei, C Szepesvári, S Bhatnagar, RS Sutton
ICML, 2010
2742010
Convergent temporal-difference learning with arbitrary smooth function approximation
HR Maei, S Szepesvári, Csaba, Bhatnagar, D Precup, D Silver, RS Sutton
Advances in Neural Information Processing Systems, 1204-1212, 2009
2632009
What is the most sensitive measure of water maze probe test performance?
HR Maei, K Zaslavsky, CM Teixeira, PW Frankland
Frontiers in integrative neuroscience 3, 4, 2009
2132009
A convergent o (n) temporal-difference algorithm for off-policy learning with linear function approximation
RS Sutton, C Szepesvári, HR Maei
NIPS, 2008
2072008
Optimal demand response using device-based reinforcement learning
Z Wen, D O’Neill, H Maei
IEEE Transactions on Smart Grid 6 (5), 2312-2324, 2015
2042015
A convergent O (n) algorithm for off-policy temporal-difference learning with linear function approximation
RS Sutton, C Szepesvári, HR Maei
Advances in neural information processing systems 21 (21), 1609-1616, 2008
1802008
GQ (λ): A general gradient algorithm for temporal-difference prediction learning with eligibility traces
HR Maei, RS Sutton
Proceedings of the third conference on artificial general intelligence 1, 91-96, 2010
1622010
Gradient temporal-difference learning algorithms
HR Maei
1602011
Deep reinforcement learning for visual object tracking in videos
D Zhang, H Maei, X Wang, YF Wang
arXiv preprint arXiv:1701.08936, 2017
952017
Randomly connected networks have short temporal memory
E Wallace, HR Maei, PE Latham
Neural computation 25 (6), 1408-1439, 2013
362013
A batch, off-policy, actor-critic algorithm for optimizing the average reward
SA Murphy, Y Deng, EB Laber, HR Maei, RS Sutton, K Witkiewitz
arXiv preprint arXiv:1607.05047, 2016
242016
Correlated quantum percolation in the lowest Landau level
N Sandler, HR Maei, J Kondev
Physical Review B 70 (4), 045309, 2004
242004
Convergent actor-critic algorithms under off-policy training and function approximation
HR Maei
arXiv preprint arXiv:1802.07842, 2018
222018
Development and validation of a sensitive entropy-based measure for the water maze
HR Maei, K Zaslavsky, AH Wang, AP Yiu, CM Teixeira, SA Josselyn, ...
Frontiers in integrative neuroscience 3, 33, 2009
192009
Quantum and classical localization in the lowest Landau level
N Sandler, HR Maei, J Kondev
Physical Review B 68 (20), 205315, 2003
142003
How can realistic networks process time-varying signals?
H Maei
PQDT-Global, 2005
22005
A novel analytic measure for the water maze utilizing the concept of entropy
HR Lee, BK Kaang
Frontiers in neuroscience 4, 2, 2010
2010
Convergent Temporal-Difference Learning with Arbitrary Differentiable Function Approximator
HR Maei, C Szepesvári, S Bhathnagar, D Silver, D Precup, R Sutton
2010
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