Theodore J. Perkins, Ph.D.

University of Massachusetts, Amherst, Amherst, MA 
Reinforcement Learning
"Theodore Perkins"
Mean distance: 16.58 (cluster 29)


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Andrew Barto grad student 2002 U Mass Amherst
 (Lyapunov methods for safe intelligent agent design.)
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Benyoucef A, Palii CG, Wang C, et al. (2016) UTX inhibition as selective epigenetic therapy against TAL1-driven T-cell acute lymphoblastic leukemia. Genes & Development. 30: 508-21
Ramachandran P, Palidwor GA, Perkins TJ. (2015) BIDCHIPS: bias decomposition and removal from ChIP-seq data clarifies true binding signal and its functional correlates. Epigenetics & Chromatin. 8: 33
Ghadie MA, Japkowicz N, Perkins TJ. (2015) Gene selection for the reconstruction of stem cell differentiation trees: a linear programming approach. Bioinformatics (Oxford, England)
Awdeh A, Phenix H, Kaern M, et al. (2015) The potential power of dynamics in epistasis analysis Bcb 2015 - 6th Acm Conference On Bioinformatics, Computational Biology, and Health Informatics. 106-115
Grinberg Y, Perkins TJ. (2015) State sequence analysis in hidden Markov models Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, Uai 2015. 336-344
Perkins TJ, Foxall E, Glass L, et al. (2014) A scaling law for random walks on networks. Nature Communications. 5: 5121
Palii CG, Vulesevic B, Fraineau S, et al. (2014) Trichostatin A enhances vascular repair by injected human endothelial progenitors through increasing the expression of TAL1-dependent genes. Cell Stem Cell. 14: 644-57
Li K, Precup D, Perkins TJ. (2014) Pooled screening for synergistic interactions subject to blocking and noise Plos One. 9
Nilufar S, Perkins TJ. (2014) Learning to detect contours with dynamic programming snakes Proceedings - International Conference On Pattern Recognition. 984-989
Nilufar S, Morrow AA, Lee JM, et al. (2013) FiloDetect: Automatic detection of filopodia from fluorescence microscopy images Bmc Systems Biology. 7
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