Praveen K. Pilly

According to our database, Praveen K. Pilly authored at least 27 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A domain-agnostic approach for characterization of lifelong learning systems.

Megan 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, Dhireesha Kudithipudi, Erik G. Learned-Miller, Seungwon Lee, Michael 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

Neural Networks, March, 2023

Lifelong Reinforcement Learning with Modulating Masks.

Eseoghene Ben-Iwhiwhu, Saptarshi Nath, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio

Trans. Mach. Learn. Res., 2023

The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning.

Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Christos Peridis, Pawel Ladosz, Jeffery Dick, Praveen K. Pilly, Soheil Kolouri

CoRR, 2023

2022

Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture.

Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio

IEEE Trans. Neural Networks Learn. Syst., 2022

Context meta-reinforcement learning via neuromodulation.

Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio

Neural Networks, 2022

Biological underpinnings for lifelong learning machines.

Dhireesha Kudithipudi, Mario Aguilar-Simon, Jonathan Babb, Maxim Bazhenov, Douglas Blackiston, Josh C. Bongard, Andrew P. Brna, Suraj Chakravarthi Raja, Nick Cheney, Jeff Clune, Anurag Reddy Daram, Stefano Fusi, Peter Helfer, Leslie Kay, Nicholas Ketz, Zsolt Kira, Soheil Kolouri, Jeffrey L. Krichmar, Sam Kriegman, Michael Levin, Sandeep Madireddy, Santosh Manicka, Ali Marjaninejad, Bruce McNaughton, Risto Miikkulainen, Zaneta Navratilova, Tej Pandit, Alice Parker, Praveen K. Pilly, Sebastian Risi, Terrence J. Sejnowski, Andrea Soltoggio, Nicholas Soures, Andreas S. Tolias, Darío Urbina-Meléndez, Francisco J. Valero Cuevas, Gido M. van de Ven, Joshua T. Vogelstein, Felix Wang, Ron Weiss, Angel Yanguas-Gil, Xinyun Zou, Hava T. Siegelmann

Nat. Mach. Intell., 2022

Concept-modulated model-based offline reinforcement learning for rapid generalization.

Nicholas A. Ketz, Praveen K. Pilly

CoRR, 2022

A-EMS: An Adaptive Emergency Management System for Autonomous Agents in Unforeseen Situations.

Glenn Maguire, Nicholas Ketz, Praveen K. Pilly, Jean-Baptiste Mouret

Proceedings of the Towards Autonomous Robotic Systems - 23rd Annual Conference, 2022

Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning.

Jinwei Xing, Xinyun Zou, Praveen K. Pilly, Nicholas A. Ketz, Jeffrey L. Krichmar

Proceedings of the From Animals to Animats 16, 2022

Flexible Path Planning in a Spiking Model of Replay and Vicarious Trial and Error.

Jeffrey L. Krichmar, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio

Proceedings of the From Animals to Animats 16, 2022

2021

An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations.

Glenn Maguire, Nicholas Ketz, Praveen K. Pilly, Jean-Baptiste Mouret

CoRR, 2021

Lifelong Learning with Sketched Structural Regularization.

Haoran Li, Aditya Krishnan, Jingfeng Wu, Soheil Kolouri, Praveen K. Pilly, Vladimir Braverman

Proceedings of the Asian Conference on Machine Learning, 2021

2020

Neuromodulated attention and goal-driven perception in uncertain domains.

Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar

Neural Networks, 2020

Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable Environments.

Jeffery Dick, Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Hideyasu Shimadzu, Peter Kinnell, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio

Frontiers Neurorobotics, 2020

Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations.

Soheil Kolouri, Nicholas A. Ketz, Andrea Soltoggio, Praveen K. Pilly

Proceedings of the 8th International Conference on Learning Representations, 2020

Evolving inborn knowledge for fast adaptation in dynamic POMDP problems.

Eseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick, Wen-Hua Chen, Praveen K. Pilly, Andrea Soltoggio

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Generative Continual Concept Learning.

Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly, James L. McClelland

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Hypercolumn Sparsification for Low-Power Convolutional Neural Networks.

Praveen K. Pilly, Nigel Stepp, Yannis Liapis, David W. Payton, Narayan Srinivasa

ACM J. Emerg. Technol. Comput. Syst., 2019

Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture.

Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Yang Hu, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio

CoRR, 2019

Attention-Based Structural-Plasticity.

Soheil Kolouri, Nicholas Ketz, Xinyun Zou, Jeffrey L. Krichmar, Praveen K. Pilly

CoRR, 2019

Using World Models for Pseudo-Rehearsal in Continual Learning.

Nicholas Ketz, Soheil Kolouri, Praveen K. Pilly

CoRR, 2019

Neuromodulated Goal-Driven Perception in Uncertain Domains.

Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar

CoRR, 2019

Probabilistic Program Neurogenesis.

Charles E. Martin, Praveen K. Pilly

Proceedings of the 2019 Conference on Artificial Life, 2019

Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay.

Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2016

On comparing in vivo intracranial recordings in non-human primates to predictions of optimized transcranial electrical stimulation.

Abhishek Datta, Matthew R. Krause, Praveen K. Pilly, Jaehoon Choe, Theodoros P. Zanos, Chris Thomas, Christopher C. Pack

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2012

How Entorhinal Grid Cells May Learn Multiple Spatial Scales from a Dorsoventral Gradient of Cell Response Rates in a Self-organizing Map.

Stephen Grossberg, Praveen K. Pilly

PLoS Comput. Biol., 2012

How Do Spatial Learning and Memory Occur in the Brain? Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place Cells.

Praveen K. Pilly, Stephen Grossberg

J. Cogn. Neurosci., 2012