Praveen K. Pilly - researchr alias

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Viewing Publication 1 - 19 from 19

2023

A domain-agnostic approach for characterization of lifelong learning systemsMegan M. Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien M. R. Arnold, Eseoghene Ben-Iwhiwhu, Andrew P. Brna, Ethan Brooks, Ryan C. Brown, Zachary Daniels, Anurag Reddy Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz, Soheil Kolouri, George Konidaris 0001, Dhireesha Kudithipudi, Erik G. Learned-Miller, SeungWon Lee, Michael L. Littman, Sandeep Madireddy, Jorge A. Mendez, Eric Q. Nguyen, Christine D. Piatko, Praveen K. Pilly, Aswin Raghavan, Abrar Rahman, Santhosh Kumar Ramakrishnan, Neale Ratzlaff, Andrea Soltoggio, Peter Stone, Indranil Sur, Zhipeng Tang, Saket Tiwari, Kyle Vedder, Felix Wang, Zifan Xu, Angel Yanguas-Gil, Harel Yedidsion, Shangqun Yu, Gautam K. Vallabha. NN, 160:274-296, March 2023. [doi]

2022

Context meta-reinforcement learning via neuromodulationEseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio. NN, 152:70-79, 2022. [doi]

Flexible Path Planning in a Spiking Model of Replay and Vicarious Trial and ErrorJeffrey L. Krichmar, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio. sab 2022: 177-189 [doi]

Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network ArchitecturePawel Ladosz, Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio. tnn, 33(5):2045-2056, 2022. [doi]

A-EMS: An Adaptive Emergency Management System for Autonomous Agents in Unforeseen SituationsGlenn Maguire, Nicholas Ketz, Praveen K. Pilly, Jean-Baptiste Mouret. taros 2022: 266-281 [doi]

Adapting to Environment Changes Through Neuromodulation of Reinforcement LearningJinwei Xing, Xinyun Zou, Praveen K. Pilly, Nicholas A. Ketz, Jeffrey L. Krichmar. sab 2022: 115-126 [doi]

2021

Lifelong Learning with Sketched Structural RegularizationHaoran Li, Aditya Krishnan 0001, Jingfeng Wu, Soheil Kolouri, Praveen K. Pilly, Vladimir Braverman. acml 2021: 985-1000 [doi]

2020

Evolving inborn knowledge for fast adaptation in dynamic POMDP problemsEseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick, Wen-Hua Chen, Praveen K. Pilly, Andrea Soltoggio. gecco 2020: 280-288 [doi]

Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable EnvironmentsJeffery Dick, Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Hideyasu Shimadzu, Peter Kinnell, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio. finr, 14:578675, 2020. [doi]

Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned RepresentationsSoheil Kolouri, Nicholas A. Ketz, Andrea Soltoggio, Praveen K. Pilly. iclr 2020: [doi]

Generative Continual Concept LearningMohammad Rostami, Soheil Kolouri, Praveen K. Pilly, James McClelland. AAAI 2020: 5545-5552 [doi]

Neuromodulated attention and goal-driven perception in uncertain domainsXinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar. NN, 125:56-69, 2020. [doi]

2019

Probabilistic Program NeurogenesisCharles E. Martin, Praveen K. Pilly. isalalife 2019: 440-447 [doi]

Hypercolumn Sparsification for Low-Power Convolutional Neural NetworksPraveen K. Pilly, Nigel Stepp, Yannis Liapis, David W. Payton, Narayan Srinivasa. jetc, 15(2), 2019. [doi]

Complementary Learning for Overcoming Catastrophic Forgetting Using Experience ReplayMohammad Rostami, Soheil Kolouri, Praveen K. Pilly. IJCAI 2019: 3339-3345 [doi]

2016

On comparing in vivo intracranial recordings in non-human primates to predictions of optimized transcranial electrical stimulationAbhishek Datta, Matthew R. Krause, Praveen K. Pilly, JaeHoon Choe, Theodoros P. Zanos, Chris Thomas, Christopher C. Pack. embc 2016: 1774-1777 [doi]

2012

How Entorhinal Grid Cells May Learn Multiple Spatial Scales from a Dorsoventral Gradient of Cell Response Rates in a Self-organizing MapStephen Grossberg, Praveen K. Pilly. ploscb, 8(10), 2012. [doi]

How Do Spatial Learning and Memory Occur in the Brain? Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place CellsPraveen K. Pilly, Stephen Grossberg. jocn, 24(5):1031-1054, 2012. [doi]

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